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ORCIDVivek S. Borkar
Vivek Shripad Borkar
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- Aseem Vivek Borkar
![[0000-0002-2242-7617]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-2242-7617")
— IIT Bombay, Systems and Control Engineering Department, Mumbai, India
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2020 – today
- 2024
[j119]Siddharth Chandak, Pratik Shah, Vivek S. Borkar, Parth Dodhia:
Reinforcement learning in non-Markovian environments. Syst. Control. Lett. 185: 105751 (2024)- [j118]Siva Athreya, Vivek S. Borkar, Nitya Gadhiwala:
Controlled Martingale Problems and Their Markov Mimics. SIAM J. Control. Optim. 62(5): 2621-2638 (2024) - [j117]Francisco Robledo Relaño, Vivek S. Borkar, Urtzi Ayesta, Konstantin Avrachenkov:
Tabular and Deep Learning for the Whittle Index. ACM Trans. Model. Perform. Evaluation Comput. Syst. 9(3): 11:1-11:21 (2024) - [i51]Mandar R. Nalavade, Gaurav S. Kasbekar, Vivek S. Borkar:
Whittle Index Based User Association in Dense Millimeter Wave Networks. CoRR abs/2403.09279 (2024) - [i50]Francisco Robledo Relaño, Vivek S. Borkar, Urtzi Ayesta, Konstantin Avrachenkov:
Tabular and Deep Learning for the Whittle Index. CoRR abs/2406.02057 (2024) - 2023
- [j116]Anup Biswas, Vivek S. Borkar:
Ergodic risk-sensitive control - A survey. Annu. Rev. Control. 55: 118-141 (2023) - [j115]Shalabh Bhatnagar, Vivek S. Borkar, Soumyajit Guin:
Actor-Critic or Critic-Actor? A Tale of Two Time Scales. IEEE Control. Syst. Lett. 7: 2671-2676 (2023) - [j114]Konstantin Avrachenkov, Vivek S. Borkar, U. Jayakrishnan Nair:
Special Issue : Multi-Agent Dynamic Decision Making and Learning. Dyn. Games Appl. 13(1): 1-2 (2023) - [j113]Siddharth Chandak, Vivek S. Borkar, Harsh Dolhare:
A concentration bound for LSPE(λ). Syst. Control. Lett. 171: 105418 (2023) - [j112]Vivek S. Borkar, Prashant G. Mehta, Guodong Pang, Serdar Yüksel:
Stochastic control and stability with applications: Ari Arapostathis memorial issue. Syst. Control. Lett. 174: 105491 (2023) - [c67]Sai Sumedh R. Hindupur, Vivek S. Borkar:
Online Parameter Estimation in Partially Observed Markov Decision Processes. Allerton 2023: 1-8 - [c66]Tejas Pagare, Vivek S. Borkar, Konstantin Avrachenkov:
Full Gradient Deep Reinforcement Learning for Average-Reward Criterion. L4DC 2023: 235-247 - [i49]Tejas Pagare, Vivek S. Borkar, Konstantin Avrachenkov:
Full Gradient Deep Reinforcement Learning for Average-Reward Criterion. CoRR abs/2304.03729 (2023) - [i48]Siva Athreya, Vivek S. Borkar, Nitya Gadhiwala:
Controlled Martingale Problems And Their Markov Mimics. CoRR abs/2309.00488 (2023) - [i47]Pranav S. Page, Anand S. Siyote, Vivek S. Borkar, Gaurav S. Kasbekar:
Node Cardinality Estimation in the Internet of Things Using Privileged Feature Distillation. CoRR abs/2310.18664 (2023) - [i46]Keshav P. Keval, Vivek S. Borkar:
Decentralised Q-Learning for Multi-Agent Markov Decision Processes with a Satisfiability Criterion. CoRR abs/2311.12613 (2023) - [i45]Vivek S. Borkar, Adit Akarsh:
Approximation of Convex Envelope Using Reinforcement Learning. CoRR abs/2311.14421 (2023) - [i44]Siddharth Chandak, Vivek S. Borkar:
A Concentration Bound for TD(0) with Function Approximation. CoRR abs/2312.10424 (2023) - 2022
- [j111]Vivek S. Borkar, Sarath Pattathil:
Whittle indexability in egalitarian processor sharing systems. Ann. Oper. Res. 317(2): 417-437 (2022) - [j110]Konstantin E. Avrachenkov, Vivek S. Borkar:
Whittle index based Q-learning for restless bandits with average reward. Autom. 139: 110186 (2022) - [j109]Vivek S. Borkar:
Learning to cooperate in agent-based control of queueing networks. Queueing Syst. Theory Appl. 100(3-4): 513-515 (2022) - [j108]Vivek S. Borkar:
Corrigendum to "A concentration bound for contractive stochastic approximation" [Syst. Control Lett. 153 (2021) 104947]. Syst. Control. Lett. 159: 105086 (2022) - [j107]Vivek S. Borkar, Vladimir Gaitsgory, Ilya Shvartsman:
ERRATUM: LP Formulations of Discrete Time Long-Run Average Optimal Control Problems: The Nonergodic Case. SIAM J. Control. Optim. 60(2): 1190-1192 (2022) - [j106]Vivek S. Borkar, D. Manjunath:
Revisiting SIR in the Age of COVID-19: Explicit Solutions and Control Problems. SIAM J. Control. Optim. 60(2): S370-S395 (2022) - [j105]Francisco Robledo, Vivek S. Borkar, Urtzi Ayesta, Konstantin Avrachenkov:
QWI: Q-learning with Whittle Index. SIGMETRICS Perform. Evaluation Rev. 49(2): 47-50 (2022) - [j104]Arghyadip Roy, Vivek S. Borkar, Abhay Karandikar, Prasanna Chaporkar:
Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes. IEEE Trans. Autom. Control. 67(7): 3722-3729 (2022) - [j103]Vivek S. Borkar, Alexandre Reiffers-Masson:
Opinion Shaping in Social Networks Using Reinforcement Learning. IEEE Trans. Control. Netw. Syst. 9(3): 1305-1316 (2022) - [j102]Konstantin E. Avrachenkov, Vivek S. Borkar, Sharayu Moharir, Suhail Mohmad Shah:
Dynamic Social Learning Under Graph Constraints. IEEE Trans. Control. Netw. Syst. 9(3): 1435-1446 (2022) - [j101]Santosh Kumar Singh, Vivek S. Borkar, Gaurav S. Kasbekar:
User Association in Dense mmWave Networks as Restless Bandits. IEEE Trans. Veh. Technol. 71(7): 7919-7929 (2022) - [c65]Harsh Dolhare, Vivek S. Borkar:
A Concentration Bound for Distributed Stochastic Approximation. Allerton 2022: 1-6 - [c64]Karthik G. V. B., Vivek S. Borkar, Gaurav S. Kasbekar:
Scheduling in Wireless Networks using Whittle Index Theory. NCC 2022: 367-372 - [i43]Karthik G. V. B., Vivek S. Borkar, Gaurav S. Kasbekar:
Scheduling in Wireless Networks using Whittle Index Theory. CoRR abs/2205.08240 (2022) - [i42]Shaan Ul Haque, Vivek S. Borkar:
Concentration bounds for SSP Q-learning for average cost MDPs. CoRR abs/2206.03328 (2022) - [i41]Harsh Dolhare, Vivek S. Borkar:
A Concentration Bound for Distributed Stochastic Approximation. CoRR abs/2210.04253 (2022) - [i40]Shalabh Bhatnagar, Vivek S. Borkar, Soumyajit Guin:
Actor-Critic or Critic-Actor? A Tale of Two Time Scales. CoRR abs/2210.04470 (2022) - [i39]Siddharth Chandak, Vivek S. Borkar, Parth Dodhia:
Reinforcement Learning in Non-Markovian Environments. CoRR abs/2211.01595 (2022) - 2021
- [j100]Vivek S. Borkar, Shantanu Choudhary, Vaibhav Kumar Gupta, Gaurav S. Kasbekar:
Scheduling in wireless networks with spatial reuse of spectrum as restless bandits. Perform. Evaluation 149-150: 102208 (2021) - [j99]Vivek S. Borkar:
A concentration bound for contractive stochastic approximation. Syst. Control. Lett. 153: 104947 (2021) - [j98]Vivek S. Borkar, Siddharth Chandak:
Prospect-theoretic Q-learning. Syst. Control. Lett. 156: 105009 (2021) - [c63]Ari Arapostathis, Vivek S. Borkar:
Linear and Dynamic Programs for Risk-Sensitive Cost Minimization. CDC 2021: 3042-3047 - [c62]Priyadarshini Kumari, Siddhartha Chaudhuri, Vivek S. Borkar, Subhasis Chaudhuri:
A Unified Batch Selection Policy for Active Metric Learning. ECML/PKDD (2) 2021: 599-616 - [c61]Vivek S. Borkar, Syomantak Chaudhuri:
Accelerating MCMC by Rare Intermittent Resets. VALUETOOLS 2021: 107-125 - [i38]Priyadarshini Kumari, Siddhartha Chaudhuri, Vivek S. Borkar, Subhasis Chaudhuri:
Maximizing Conditional Entropy for Batch-Mode Active Learning of Perceptual Metrics. CoRR abs/2102.07365 (2021) - [i37]Konstantin Avrachenkov, Vivek S. Borkar, H. P. Dolhare, K. Patil:
Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme. CoRR abs/2103.05981 (2021) - [i36]Vivek S. Borkar, Siddharth Chandak:
Prospect-theoretic Q-learning. CoRR abs/2104.05311 (2021) - [i35]Siddharth Chandak, Vivek S. Borkar:
Concentration of Contractive Stochastic Approximation and Reinforcement Learning. CoRR abs/2106.14308 (2021) - [i34]Santosh Kumar Singh, Vivek S. Borkar, Gaurav S. Kasbekar:
User Association in Dense mmWave Networks as Restless Bandits. CoRR abs/2107.09153 (2021) - [i33]Vivek S. Borkar, Shuhang Chen, Adithya M. Devraj, Ioannis Kontoyiannis, Sean P. Meyn:
The ODE Method for Asymptotic Statistics in Stochastic Approximation and Reinforcement Learning. CoRR abs/2110.14427 (2021) - [i32]Vivek S. Borkar, Siddharth Chandak, Harsh Dolhare:
A Concentration Bound for LSPE(λ). CoRR abs/2111.02644 (2021) - 2020
- [j97]Ari Arapostathis, Anup Biswas, Vivek S. Borkar, K. Suresh Kumar:
A Variational Characterization of the Risk-Sensitive Average Reward for Controlled Diffusions on ℝd. SIAM J. Control. Optim. 58(6): 3785-3813 (2020) - [j96]Arghyadip Roy, Vivek S. Borkar, Prasanna Chaporkar, Abhay Karandikar:
Low Complexity Online Radio Access Technology Selection Algorithm in LTE-WiFi HetNet. IEEE Trans. Mob. Comput. 19(2): 376-389 (2020) - [i31]Konstantin Avrachenkov, Vivek S. Borkar:
Whittle index based Q-learning for restless bandits with average reward. CoRR abs/2004.14427 (2020) - [i30]Konstantin Avrachenkov, Vivek S. Borkar, Sharayu Moharir, Suhail M. Shah:
Dynamic social learning under graph constraints. CoRR abs/2007.03983 (2020) - [i29]Vivek S. Borkar, D. Manjunath:
Revisiting SIR in the age of COVID-19: Explicit Solutions and Control Problems. CoRR abs/2010.06445 (2020)
2010 – 2019
- 2019
- [j95]Konstantin Avrachenkov, Vivek S. Borkar:
Metastability in Stochastic Replicator Dynamics. Dyn. Games Appl. 9(2): 366-390 (2019) - [j94]Aseem Vivek Borkar, Vivek S. Borkar, Arpita Sinha:
Aerial monitoring of slow moving convoys using elliptical orbits. Eur. J. Control 46: 90-102 (2019) - [j93]Vivek S. Borkar, Vladimir Gaitsgory:
Linear Programming Formulation of Long-Run Average Optimal Control Problem. J. Optim. Theory Appl. 181(1): 101-125 (2019) - [j92]Bhumesh Kumar, Vivek S. Borkar, Akhil Shetty:
Non-asymptotic error bounds for constant stepsize stochastic approximation for tracking mobile agents. Math. Control. Signals Syst. 31(4): 589-614 (2019) - [j91]Anand Kalvit, Vivek S. Borkar, Nikhil Karamchandani:
Stochastic approximation algorithms for rumor source inference on graphs. Perform. Evaluation 132: 1-20 (2019) - [j90]Vivek S. Borkar, Vladimir Gaitsgory, Ilya Shvartsman:
LP Formulations of Discrete Time Long-Run Average Optimal Control Problems: The NonErgodic Case. SIAM J. Control. Optim. 57(3): 1783-1817 (2019) - [c60]Konstantin Avrachenkov, Vivek S. Borkar:
A learning algorithm for the Whittle index policy for scheduling web crawlers. Allerton 2019: 1001-1006 - [c59]Vivek S. Borkar, Vladimir Gaitsgory, Ilya Shvartsman:
On LP Formulations of Optimal Control Problems with Time Averaging and Time Discounting Criteria in Non-Ergodic Case. CDC 2019: 4298-4303 - [c58]Arghyadip Roy, Vivek S. Borkar, Abhay Karandikar, Prasanna Chaporkar:
A Structure-aware Online Learning Algorithm for Markov Decision Processes. VALUETOOLS 2019: 71-78 - [i28]Ari Arapostathis, Vivek S. Borkar:
Average cost optimal control under weak hypotheses: Relative value iterations. CoRR abs/1902.01048 (2019) - [i27]Vivek S. Borkar, Shantanu Choudhary, Vaibhav Kumar Gupta, Gaurav S. Kasbekar:
Scheduling in Wireless Networks with Spatial Reuse of Spectrum as Restless Bandits. CoRR abs/1910.04402 (2019) - [i26]Vivek S. Borkar, Alexandre Reiffers-Masson:
Opinion shaping in social networks using reinforcement learning. CoRR abs/1910.08802 (2019) - [i25]Arghyadip Roy, Vivek S. Borkar, Abhay Karandikar, Prasanna Chaporkar:
Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes. CoRR abs/1912.10325 (2019) - 2018
- [j89]Suhail M. Shah, Vivek S. Borkar:
Q-learning for Markov decision processes with a satisfiability criterion. Syst. Control. Lett. 113: 45-51 (2018) - [j88]Suhail Mohmad Shah, Vivek S. Borkar:
Distributed Stochastic Approximation with Local Projections. SIAM J. Optim. 28(4): 3375-3401 (2018) - [j87]Konstantin E. Avrachenkov, Vivek S. Borkar:
Whittle Index Policy for Crawling Ephemeral Content. IEEE Trans. Control. Netw. Syst. 5(1): 446-455 (2018) - [j86]Vivek S. Borkar, Gaurav S. Kasbekar, Sarath Pattathil, Priyesh Y. Shetty:
Opportunistic Scheduling as Restless Bandits. IEEE Trans. Control. Netw. Syst. 5(4): 1952-1961 (2018) - [c57]Vivek S. Borkar, Sarath Pattathil:
Concentration bounds for two time scale stochastic approximation. Allerton 2018: 504-511 - [c56]Vivek S. Borkar, Suhail Mohmad Shah:
Distributed Algorithms: Tsitsiklis and Beyond. ITA 2018: 1-9 - [i24]Konstantin Avrachenkov, Vivek S. Borkar:
Metastability in Stochastic Replicator Dynamics. CoRR abs/1801.02161 (2018) - [i23]Arghyadip Roy, Vivek S. Borkar, Abhay Karandikar, Prasanna Chaporkar:
A Structure-aware Online Learning Algorithm for Markov Decision Processes. CoRR abs/1811.11646 (2018) - 2017
- [j85]Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain:
Approachability in Stackelberg Stochastic Games with Vector Costs. Dyn. Games Appl. 7(3): 422-442 (2017) - [j84]Vivek S. Borkar, Vikranth Reddy Dwaracherla, Neeraja Sahasrabudhe:
Gradient Estimation with Simultaneous Perturbation and Compressive Sensing. J. Mach. Learn. Res. 18: 161:1-161:27 (2017) - [j83]V. Anantharam, Vivek S. Borkar:
A Variational Formula for Risk-Sensitive Reward. SIAM J. Control. Optim. 55(2): 961-988 (2017) - [j82]Ari Arapostathis, Vivek S. Borkar:
A Correction to "A Relative Value Iteration Algorithm for Nondegenerate Controlled Diffusions". SIAM J. Control. Optim. 55(3): 1711-1715 (2017) - [j81]Soham R. Phade, Vivek S. Borkar:
A Distributed Boyle-Dykstra-Han Scheme. SIAM J. Optim. 27(3): 1880-1897 (2017) - [j80]Adwaitvedant S. Mathkar, Vivek S. Borkar:
Distributed Reinforcement Learning via Gossip. IEEE Trans. Autom. Control. 62(3): 1465-1470 (2017) - [j79]Vivek S. Borkar:
Whittle Index for Partially Observed Binary Markov Decision Processes. IEEE Trans. Autom. Control. 62(12): 6614-6618 (2017) - [j78]Ankit Kumar, Vivek S. Borkar, Nikhil Karamchandani:
Temporally Agnostic Rumor-Source Detection. IEEE Trans. Signal Inf. Process. over Networks 3(2): 316-329 (2017) - [c55]Konstantin E. Avrachenkov, Vivek S. Borkar, Sarath Pattathil:
Controlling G-AIMD by index policy. CDC 2017: 120-125 - [c54]Aseem Vivek Borkar, Vivek S. Borkar, Arpita Sinha:
Vector field guidance for convoy monitoring using elliptical orbits. CDC 2017: 918-924 - [c53]Vivek S. Borkar:
Linear and dynamic programming approaches to degenerate risk-sensitive reward processes. CDC 2017: 3714-3718 - [c52]Anupama Kowli, Joel Jose, Vivek S. Borkar, Imthias Ahamed T. P.:
A dynamic programming framework for optimal home scheduling. ISGT Asia 2017: 1-6 - [c51]Anand Kalvit, Vivek S. Borkar, Nikhil Karamchandani:
MCMC Approaches to Rumor Source Inference using Pairwise Information. VALUETOOLS 2017: 98-105 - [i22]Vivek S. Borkar, Gaurav S. Kasbekar, Sarath Pattathil, Priyesh Y. Shetty:
Opportunistic Scheduling as Restless Bandits. CoRR abs/1706.09778 (2017) - [i21]Vivek S. Borkar, Sarath Pattathil:
Whittle Indexability in Egalitarian Processor Sharing Systems. CoRR abs/1707.02440 (2017) - [i20]Suhail M. Shah, Vivek S. Borkar:
Distributed Stochastic Approximation with Local Projections. CoRR abs/1708.08246 (2017) - [i19]Aseem Vivek Borkar, Vivek S. Borkar, Arpita Sinha:
Vector Field Guidance for Convoy Monitoring Using Elliptical Orbits. CoRR abs/1709.03248 (2017) - [i18]Sarath Pattathil, Vivek S. Borkar, Gaurav S. Kasbekar:
Distributed Server Allocation for Content Delivery Networks. CoRR abs/1710.11471 (2017) - 2016
- [j77]Priyesh Y. Shetty, Vivek S. Borkar, Gaurav S. Kasbekar:
An Adaptive Window Scheme for Backoff in 802.11 MAC Protocol. EAI Endorsed Trans. Wirel. Spectr. 2(10): e5 (2016) - [j76]Vivek S. Borkar, Raaz Dwivedi, Neeraja Sahasrabudhe:
Gaussian approximations in high dimensional estimation. Syst. Control. Lett. 92: 42-45 (2016) - [j75]Adwaitvedant S. Mathkar, Vivek S. Borkar:
Nonlinear Gossip. SIAM J. Control. Optim. 54(3): 1535-1557 (2016) - [j74]Alankar Jain, Vivek S. Borkar, Dinesh Garg:
Fast rumor source identification via random walks. Soc. Netw. Anal. Min. 6(1): 62:1-62:13 (2016) - [j73]Prabuchandran K. J., Shalabh Bhatnagar, Vivek S. Borkar:
Actor-Critic Algorithms with Online Feature Adaptation. ACM Trans. Model. Comput. Simul. 26(4): 24:1-24:26 (2016) - [c50]Ashish Bora, Vivek S. Borkar, Dinesh Garg, Rajesh Sundaresan:
Edge conductance estimation using MCMC. Allerton 2016: 202-208 - [c49]Konstantin Avrachenkov, Vivek S. Borkar, Arun Kadavankandy, Jithin Kazuthuveettil Sreedharan:
Comparison of Random Walk Based Techniques for Estimating Network Averages. CSoNet 2016: 27-38 - [c48]Gugan Thoppe, Vivek S. Borkar:
A concentration result for stochastic approximation (Extended abstract). ITA 2016: 1-2 - [c47]Vivek S. Borkar, Nikhil Karamchandani, Sharad Mirani:
Randomized Kaczmarz for rank aggregation from pairwise comparisons. ITW 2016: 389-393 - [c46]Konstantin Avrachenkov, Vivek S. Borkar, Krishnakant V. Saboo:
Distributed and Asynchronous Methods for Semi-supervised Learning. WAW 2016: 34-46 - [i17]Vivek S. Borkar, Nikhil Karamchandani, Sharad Mirani:
Randomized Kaczmarz for Rank Aggregation from Pairwise Comparisons. CoRR abs/1605.02470 (2016) - 2015
- [j72]Vivek S. Borkar, Aditya Karnik, Jayakrishnan Nair, Sanketh Nalli:
Manufacturing Consent. IEEE Trans. Autom. Control. 60(1): 104-117 (2015) - [c45]Konstantin Avrachenkov, Vivek S. Borkar:
Whittle index policy for crawling ephemeral content. CDC 2015: 6755-6760 - [c44]V. Anantharam, Vivek S. Borkar:
Rocking in two by two: From Collatz-Wielandt to Donsker-Varadhan. ITA 2015: 252-254 - [i16]Venkatachalam Anantharam, Vivek Shripad Borkar:
A variational formula for risk-sensitive reward. CoRR abs/1501.00676 (2015) - [i15]Konstantin Avrachenkov, Vivek S. Borkar:
Whittle Index Policy for Crawling Ephemeral Content. CoRR abs/1503.08558 (2015) - [i14]Konstantin Avrachenkov, Vivek S. Borkar, Krishnakant V. Saboo:
Parallel and Distributed Approaches for Graph Based Semi-supervised Learning. CoRR abs/1509.01349 (2015) - 2014
- [j71]Gugan Thoppe, Vivek S. Borkar, D. Manjunath:
A stochastic Kaczmarz algorithm for network tomography. Autom. 50(3): 910-914 (2014) - [j70]Vivek S. Borkar, Rahul Makhijani, Rajesh Sundaresan:
Asynchronous Gossip for Averaging and Spectral Ranking. IEEE J. Sel. Top. Signal Process. 8(4): 703-716 (2014) - [j69]Ari Arapostathis, Vivek S. Borkar, K. Suresh Kumar:
Convergence of the Relative Value Iteration for the Ergodic Control Problem of Nondegenerate Diffusions under Near-Monotone Costs. SIAM J. Control. Optim. 52(1): 1-31 (2014) - [j68]Vivek S. Borkar, Rahul Jain:
Risk-Constrained Markov Decision Processes. IEEE Trans. Autom. Control. 59(9): 2574-2579 (2014) - [c43]Ari Arapostathis, Vivek S. Borkar, K. Suresh Kumar:
Stabilization of a quasi-linear parabolic Cauchy problem associated with ergodic control of diffusions. CDC 2014: 1103-1110 - [c42]Ari Arapostathis, Vivek S. Borkar, K. Suresh Kumar:
From Collatz-Weilandt to Donkser-Varadhan via Krein-Rutman. CDC 2014: 1874-1879 - [c41]Prabuchandran K. J., Shalabh Bhatnagar, Vivek S. Borkar:
An actor critic algorithm based on Grassmanian search. CDC 2014: 3597-3602 - [c40]Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain:
Blackwell's approachability in stackelberg stochastic games: A learning version. CDC 2014: 4467-4472 - [c39]Vivek S. Borkar, Adwaitvedant S. Mathkar:
Reinforcement Learning for Matrix Computations: PageRank as an Example. ICDCIT 2014: 14-24 - [c38]Vivek S. Borkar, Ankushkumar Jain:
Reinforcement learning, particle filters and the EM algorithm. ITA 2014: 1-5 - [c37]Avradeep Bhowmik, Vivek S. Borkar, Dinesh Garg, Madhavan Pallan:
Submodularity in Team Formation Problem. SDM 2014: 893-901 - [i13]Gugan Thoppe, Vivek S. Borkar, Dinesh Garg:
An Improved Block Coordinate Descent Method for Quadratic Programming in High Dimensions. CoRR abs/1404.6635 (2014) - [i12]Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain:
A Learning Scheme for Approachability in MDPs and Stackelberg Stochastic Games. CoRR abs/1411.0728 (2014) - [i11]Dileep M. Kalathil, Vivek S. Borkar, Rahul Jain:
Empirical Q-Value Iteration. CoRR abs/1412.0180 (2014) - 2013
- [j67]Vivek S. Borkar, Jerzy A. Filar:
Markov chains, Hamiltonian cycles and volumes of convex bodies. J. Glob. Optim. 55(3): 633-639 (2013) - [j66]Shalabh Bhatnagar, Vivek S. Borkar, Prabuchandran K. J.:
Feature Search in the Grassmanian in Online Reinforcement Learning. IEEE J. Sel. Top. Signal Process. 7(5): 746-758 (2013) - [j65]Aditya Karnik, Atul Saroop, Vivek S. Borkar:
On the diffusion of messages in on-line social networks. Perform. Evaluation 70(4): 271-285 (2013) - [c36]Vivek S. Borkar, Rahul Makhijani, Rajesh Sundaresan:
Gossip with transmission constraints. ITA 2013: 1-4 - [i10]Ari Arapostathis, Vivek S. Borkar, K. Suresh Kumar:
Convergence of The Relative Value Iteration for the Ergodic Control Problem of Nondegenerate Diffusions under Near-Monotone Costs. CoRR abs/1303.0618 (2013) - [i9]Vivek S. Borkar, Rahul Makhijani, Rajesh Sundaresan:
How to gossip if you must. CoRR abs/1309.7841 (2013) - [i8]Adwaitvedant S. Mathkar, Vivek S. Borkar:
Distributed Reinforcement Learning via Gossip. CoRR abs/1310.7610 (2013) - [i7]Vivek S. Borkar, Adwaitvedant S. Mathkar:
Reinforcement Learning for Matrix Computations: PageRank as an Example. CoRR abs/1311.2889 (2013) - [i6]Nikolaos M. Freris, Vivek S. Borkar, P. R. Kumar:
Model-based clock synchronization protocol for wireless sensor networks. CoRR abs/1311.6914 (2013) - 2012
- [j64]Vivek S. Borkar, Sean P. Meyn:
Oja's algorithm for graph clustering, Markov spectral decomposition, and risk sensitive control. Autom. 48(10): 2512-2519 (2012) - [j63]Venkat Anantharam, Vivek S. Borkar:
Stochastic approximation with long range dependent and heavy tailed noise. Queueing Syst. Theory Appl. 71(1-2): 221-242 (2012) - [j62]Ari Arapostathis, Vivek S. Borkar:
A Relative Value Iteration Algorithm for Nondegenerate Controlled Diffusions. SIAM J. Control. Optim. 50(4): 1886-1902 (2012) - [c35]Vivek S. Borkar, Rahul M. Makhijani:
Who is the fairest of them all? Allerton Conference 2012: 460-465 - [c34]Ari Arapostathis, Vivek S. Borkar:
A relative value iteration for controlled diffusions under ergodic cost. CDC 2012: 6702-6707 - [i5]Ari Arapostathis, Vivek S. Borkar, K. Suresh Kumar:
Relative Value Iteration for Stochastic Differential Games. CoRR abs/1210.8188 (2012) - 2011
- [j61]Amar Prakash Azad, Sara Alouf, Eitan Altman, Vivek S. Borkar, Georgios S. Paschos:
Optimal Control of Sleep Periods for Wireless Terminals. IEEE J. Sel. Areas Commun. 29(8): 1605-1617 (2011) - [c33]Vivek S. Borkar, Aditya Karnik:
Controlled gossip. Allerton 2011: 707-711 - [c32]Vivek Shripad Borkar, Rajesh Sundaresan:
Asymptotics of the invariant measure in mean field models with jumps. Allerton 2011: 1258-1263 - [c31]Anh Truong, Negar Kiyavash, Vivek S. Borkar:
Convergence analysis for an online recommendation system. CDC/ECC 2011: 3889-3894 - [c30]Eitan Altman, Veeraruna Kavitha, Francesco De Pellegrini, Vijay Kamble, Vivek S. Borkar:
Risk sensitive optimal control framework applied to delay tolerant networks. INFOCOM 2011: 3146-3154 - [c29]Venkat Anantharam, Vivek S. Borkar:
Stochastic approximation with 'bad' noise. ITA 2011: 28-29 - [i4]Vivek S. Borkar, Rajesh Sundaresan:
Asymptotics of the Invariant Measure in Mean Field Models with Jumps. CoRR abs/1107.4142 (2011) - 2010
- [j60]Konstantin Avrachenkov, Vivek S. Borkar, Danil Nemirovsky:
Quasi-stationary distributions as centrality measures for the giant strongly connected component of a reducible graph. J. Comput. Appl. Math. 234(11): 3075-3090 (2010) - [j59]Vivek S. Borkar, Mrinal K. Ghosh, Govindan Rangarajan:
Application of nonlinear filtering to credit risk. Oper. Res. Lett. 38(6): 527-532 (2010) - [j58]Anup Biswas, Vivek S. Borkar:
On a controlled eigenvalue problem. Syst. Control. Lett. 59(11): 734-735 (2010) - [j57]Vivek S. Borkar, K. Suresh Kumar:
Singular Perturbations in Risk-Sensitive Stochastic Control. SIAM J. Control. Optim. 48(6): 3675-3697 (2010) - [j56]Ari Arapostathis, Vivek S. Borkar:
Uniform Recurrence Properties of Controlled Diffusions and Applications to Optimal Control. SIAM J. Control. Optim. 48(7): 4181-4223 (2010) - [j55]Vivek S. Borkar:
ERRATUM: White-Noise Representations in Stochastic Realization Theory. SIAM J. Control. Optim. 48(7): 4815-4819 (2010) - [j54]Nitin Salodkar, Abhay Karandikar, Vivek S. Borkar:
A Stable Online Algorithm for Energy-Efficient Multiuser Scheduling. IEEE Trans. Mob. Comput. 9(10): 1391-1406 (2010) - [c28]Vivek S. Borkar, Jayakrishnan Nair, Sanketh Nalli:
Manufacturing consent. Allerton 2010: 1550-1555 - [c27]Vivek S. Borkar, Rahul Jain:
Risk-constrained Markov decision processes. CDC 2010: 2664-2669
2000 – 2009
- 2009
- [j53]Ankur A. Kulkarni, Vivek S. Borkar:
Finite dimensional approximation and Newton-based algorithm for stochastic approximation in Hilbert space. Autom. 45(12): 2815-2822 (2009) - [j52]Vivek S. Borkar, Jervis Pinto, Tarun Prabhu:
A New Learning Algorithm for Optimal Stopping. Discret. Event Dyn. Syst. 19(1): 91-113 (2009) - [j51]Vivek S. Borkar, Vladimir Ejov, Jerzy A. Filar:
On the Hamiltonicity Gap and doubly stochastic matrices. Random Struct. Algorithms 34(4): 502-519 (2009) - [j50]Vivek S. Borkar:
Cooperative dynamics and Wardrop equilibria. Syst. Control. Lett. 58(2): 91-93 (2009) - [j49]Vivek S. Borkar, Dibyajyoti Das:
A novel ACO algorithm for optimization via reinforcement and initial bias. Swarm Intell. 3(1): 3-34 (2009) - [c26]Amar Prakash Azad, Sara Alouf, Eitan Altman, Vivek S. Borkar, George Paschos:
Optimal sampling for state change detection with application to the control of sleep mode. CDC 2009: 1645-1650 - [c25]Nikolaos M. Freris, Vivek S. Borkar, P. R. Kumar:
A model-based approach to clock synchronization. CDC 2009: 5744-5749 - [c24]Eitan Altman, Vijay Kamble, Vivek S. Borkar:
Convergence of population dynamics in symmetric routing games with a finite number of playersz. GAMENETS 2009: 668-672 - [c23]I-Hong Hou, Vivek S. Borkar, P. R. Kumar:
A Theory of QoS for Wireless. INFOCOM 2009: 486-494 - [c22]Amar P. Azad, Sara Alouf, Eitan Altman, Vivek S. Borkar, Georgios S. Paschos:
Vacation policy optimization with application to IEEE 802.16e power saving mechanism. Wireless Days 2009: 1-7 - [i3]Nitin Salodkar, Abhay Karandikar, Vivek S. Borkar:
A Stable On-line Algorithm for Energy Efficient Multi-user Scheduling. CoRR abs/0908.3269 (2009) - 2008
- [j48]Nitin Salodkar, Abhijeet Bhorkar, Abhay Karandikar, Vivek S. Borkar:
An on-line learning algorithm for energy efficient delay constrained scheduling over a fading channel. IEEE J. Sel. Areas Commun. 26(4): 732-742 (2008) - [j47]Arnab Basu, Tirthankar Bhattacharyya, Vivek S. Borkar:
A Learning Algorithm for Risk-Sensitive Cost. Math. Oper. Res. 33(4): 880-898 (2008) - [j46]Kishor Barman, Vivek S. Borkar:
A note on linear function approximation using random projections. Syst. Control. Lett. 57(9): 784-786 (2008) - [j45]Arnab Basu, Vivek S. Borkar:
Stochastic Control with Imperfect Models. SIAM J. Control. Optim. 47(3): 1274-1300 (2008) - [j44]Mukul Agarwal, Vivek S. Borkar, Abhay Karandikar:
Structural Properties of Optimal Transmission Policies Over a Randomly Varying Channel. IEEE Trans. Autom. Control. 53(6): 1476-1491 (2008) - [j43]Vivek S. Borkar, D. Manjunath:
Distributed topology control of wireless networks. Wirel. Networks 14(5): 671-682 (2008) - [c21]Vivek S. Borkar, D. J. Das, Abhijit Datta Banik, D. Manjunath:
A learning scheme for stationary probabilities of large markov chains with examples. Allerton 2008: 1097-1099 - [c20]Vivek Raghunathan, Vivek S. Borkar, Min Cao, P. R. Kumar:
Index Policies for Real-Time Multicast Scheduling for Wireless Broadcast Systems. INFOCOM 2008: 1570-1578 - [c19]Vivek S. Borkar:
Opportunistic Transmission over Randomly Varying Channels. NET-COOP 2008: 62-69 - [c18]Vivek S. Borkar, Sean P. Meyn:
Oja's algorithm for graph clustering and Markov spectral decomposition. VALUETOOLS 2008: 29 - 2007
- [j42]Venkat Anantharam, Vivek S. Borkar:
Common randomness and distributed control: A counterexample. Syst. Control. Lett. 56(7-8): 568-572 (2007) - [j41]Vivek S. Borkar:
Dynamic Programming for Ergodic Control of Markov Chains under Partial Observations: A Correction. SIAM J. Control. Optim. 45(6): 2299-2304 (2007) - [j40]Vivek S. Borkar, Vladimir Gaitsgory:
Singular Perturbations in Ergodic Control of Diffusions. SIAM J. Control. Optim. 46(5): 1562-1577 (2007) - [c17]Venkat Anantharam, Vivek S. Borkar:
An Information Theoretic View of Stochastic Resonance. ISIT 2007: 966-970 - [c16]Vivek S. Borkar:
Some Examples of Stochastic Approximation in Communications. NET-COOP 2007: 150-157 - [i2]Konstantin Avrachenkov, Vivek S. Borkar, Danil Nemirovsky:
Quasi-stationary distributions as centrality measures of reducible graphs. CoRR abs/0708.0522 (2007) - [i1]Nitin Salodkar, Abhay Karandikar, Vivek S. Borkar:
Power Efficient Scheduling under Delay Constraints over Multi-user Wireless Channels. CoRR abs/0710.1190 (2007) - 2006
- [j39]T. P. I. Ahamed, Vivek S. Borkar, S. Juneja:
Adaptive Importance Sampling Technique for Markov Chains Using Stochastic Approximation. Oper. Res. 54(3): 489-504 (2006) - [j38]Shalabh Bhatnagar, Vivek S. Borkar, Madhukar Akarapu:
A Simulation-Based Algorithm for Ergodic Control of Markov Chains Conditioned on Rare Events. J. Mach. Learn. Res. 7: 1937-1962 (2006) - [j37]Vivek S. Borkar:
Stochastic approximation with 'controlled Markov' noise. Syst. Control. Lett. 55(2): 139-145 (2006) - [j36]Vivek S. Borkar:
Erratum to "Avoidance of traps in stochastic approximation" [Systems Control Letters 50 (2003) 1-9]. Syst. Control. Lett. 55(2): 174-175 (2006) - [j35]Aditya Karnik, Anurag Kumar, Vivek S. Borkar:
Distributed self-tuning of sensor networks. Wirel. Networks 12(5): 531-544 (2006) - [c15]Vivek S. Borkar, Vladimir Gaitsgory:
Existence of limit occupational measures set used for averaging of singularly perturbed controlled stochastic differential equations. CDC 2006: 326-331 - [c14]Roberto Solis-Robles, Vivek S. Borkar, Panganamala R. Kumar:
A New Distributed Time Synchronization Protocol for Multihop Wireless Networks. CDC 2006: 2734-2739 - [c13]Abhijeet Bhorkar, Abhay Karandikar, Vivek S. Borkar:
Power Optimal Opportunistic Scheduling. GLOBECOM 2006 - 2005
- [j34]Vivek S. Borkar:
An actor-critic algorithm for constrained Markov decision processes. Syst. Control. Lett. 54(3): 207-213 (2005) - [j33]Vivek S. Borkar, Vladimir Gaitsgory:
On Existence of Limit Occupational Measures Set of a Controlled Stochastic Differential Equation. SIAM J. Control. Optim. 44(4): 1436-1473 (2005) - [c12]Vivek S. Borkar, Sanjoy K. Mitter, Anant Sahai, Sekhar Tatikonda:
Sequential Source Coding: An optimization viewpoint. CDC/ECC 2005: 1035-1042 - [c11]Vivek S. Borkar, Amarjit Budhiraja:
HJB Equations for Ergodic Control Problems for Constrained Diffusions in Polyhedral Domains. CDC/ECC 2005: 6668-6672 - [c10]Vivek S. Borkar, Arzad Alam Kherani, B. J. Prabhu:
Closed and Open Loop Optimal Control of Buffer and Energy of a Wireless Device. WiOpt 2005: 3-9 - [c9]Vivek S. Borkar, D. Manjunath:
Distributed Topology Control of Wireless Networks. WiOpt 2005: 155-163 - 2004
- [j32]Vivek S. Borkar, D. Manjunath:
Charge-based control of DiffServ-like queues. Autom. 40(12): 2043-2057 (2004) - [j31]Vivek S. Borkar, Vladimir Ejov, Jerzy A. Filar:
Directed graphs, Hamiltonicity and doubly stochastic matrices. Random Struct. Algorithms 25(4): 376-395 (2004) - [j30]Vivek S. Borkar, Amarjit Budhiraja:
Ergodic Control for Constrained Diffusions: Characterization Using HJB Equations. SIAM J. Control. Optim. 43(4): 1467-1492 (2004) - [c8]Eitan Altman, Vivek S. Borkar, Arzad Alam Kherani, Pietro Michiardi, Refik Molva:
Some Game-Theoretic Problems in Wireless Ad-Hoc Networks. EuroNGI Workshop 2004: 82-104 - [c7]Eitan Altman, Vivek S. Borkar, Arzad Alam Kherani:
Optimal random access in networks with two-way traffic. PIMRC 2004: 609-613 - 2003
- [j29]Vivek S. Borkar, S. Juneja, Arzad Alam Kherani:
Peformance Analysis Conditioned on Rare Events: An Adaptive Simulation Scheme. Commun. Inf. Syst. 3(4): 259-278 (2003) - [j28]Vivek S. Borkar:
Avoidance of traps in stochastic approximation. Syst. Control. Lett. 50(1): 1-9 (2003) - [j27]Shalabh Bhatnagar, Vivek S. Borkar:
Multiscale Chaotic SPSA and Smoothed Functional Algorithms for Simulation Optimization. Simul. 79(10): 568-580 (2003) - [j26]Vivek S. Borkar, Panganamala Ramana Kumar:
Dynamic Cesaro-Wardrop equilibration in networks. IEEE Trans. Autom. Control. 48(3): 382-396 (2003) - [c6]Vivek S. Borkar, Sean P. Meyn:
Value functions and performance evaluation in stochastic network models. CDC 2003: 2612-2617 - [c5]Vivek S. Borkar, Mehul S. Dave, R. K. Shyamasundar:
Algorithmic Mechanisms for Secure Multi-Auction Systems. IICAI 2003: 212-225 - 2002
- [j25]Vivek S. Borkar:
Reinforcement Learning in Markovian Evolutionary Games. Adv. Complex Syst. 5(1): 55-72 (2002) - [j24]Vivek S. Borkar:
On The Lock-In Probability Of Stochastic Approximation. Comb. Probab. Comput. 11(1): 11-20 (2002) - [j23]Vivek S. Borkar, Vijay Chandru, Sanjoy K. Mitter:
Mathematical Programming Embeddings of Logic. J. Autom. Reason. 29(1): 91-106 (2002) - [j22]Vivek S. Borkar, Sean P. Meyn:
Risk-Sensitive Optimal Control for Markov Decision Processes with Monotone Cost. Math. Oper. Res. 27(1): 192-209 (2002) - [j21]Vivek S. Borkar:
Q-Learning for Risk-Sensitive Control. Math. Oper. Res. 27(2): 294-311 (2002) - [j20]Jinane Abounadi, Dimitri P. Bertsekas, Vivek S. Borkar:
Stochastic Approximation for Nonexpansive Maps: Application to Q-Learning Algorithms. SIAM J. Control. Optim. 41(1): 1-22 (2002) - [c4]Parijat Dube, Vivek S. Borkar, D. Manjunath:
Differential Join Prices for Parallel Queues: Social Optimality, Dynamic Pricing Algorithms and Application to Internet Pricing. INFOCOM 2002: 276-283 - 2001
- [j19]Vivek S. Borkar, Sanjoy K. Mitter, Sekhar Tatikonda:
Markov control problems under communication constraints. Commun. Inf. Syst. 1(1): 15-32 (2001) - [j18]Vivek S. Borkar:
A sensitivity formula for risk-sensitive cost and the actor-critic algorithm. Syst. Control. Lett. 44(5): 339-346 (2001) - [j17]Vivek S. Borkar, Sanjoy K. Mitter, Sekhar Tatikonda:
Optimal Sequential Vector Quantization of Markov Sources. SIAM J. Control. Optim. 40(1): 135-148 (2001) - [j16]Jinane Abounadi, Dimitri P. Bertsekas, Vivek S. Borkar:
Learning Algorithms for Markov Decision Processes with Average Cost. SIAM J. Control. Optim. 40(3): 681-698 (2001) - [c3]Vivek S. Borkar, Sanjoy K. Mitter, Sekhar Tatikonda:
Optimal sequential vector quantization of Markov sources. CDC 2001: 205-210 - 2000
- [j15]Vivek S. Borkar, Sean P. Meyn:
The O.D.E. Method for Convergence of Stochastic Approximation and Reinforcement Learning. SIAM J. Control. Optim. 38(2): 447-469 (2000) - [j14]Vivek S. Borkar:
Erratum: Asynchronous Stochastic Approximations. SIAM J. Control. Optim. 38(2): 662-663 (2000) - [j13]Vivek S. Borkar:
Average Cost Dynamic Programming Equations For Controlled Markov Chains With Partial Observations. SIAM J. Control. Optim. 39(3): 673-681 (2000) - [c2]John S. Baras, Vivek S. Borkar:
A learning algorithm for Markov decision processes with adaptive state aggregation. CDC 2000: 3351-3356
1990 – 1999
- 1999
- [j12]Vijaymohan Konda, Vivek S. Borkar:
Actor-Critic - Type Learning Algorithms for Markov Decision Processes. SIAM J. Control. Optim. 38(1): 94-123 (1999) - [j11]Vivek S. Borkar, Piyush Gupta:
Randomized neural networks for learning stochastic dependences. IEEE Trans. Syst. Man Cybern. Part B 29(4): 469-480 (1999) - 1998
- [j10]Vivek S. Borkar, Sanjay Jain, Govindan Rangarajan:
Generalized Replicator Dynamics as a Model of Specialization and Diversity in Societies. Adv. Complex Syst. 1(4): 325-360 (1998) - [j9]Vivek S. Borkar, Sanjay Jain, Govindan Rangarajan:
Dynamics of individual specialization and global diversification in communities. Complex. 3(3): 50-56 (1998) - [j8]Michael S. Branicky, Vivek S. Borkar, Sanjoy K. Mitter:
A unified framework for hybrid control: model and optimal control theory. IEEE Trans. Autom. Control. 43(1): 31-45 (1998) - 1997
- [j7]Piyush Gupta, Vivek S. Borkar:
Learning Decentralized Goal-based Vector Quantization. Complex Syst. 11(2) (1997) - 1996
- [j6]Vivek S. Borkar, Sanjoy K. Mitter:
Stochastic processes that generate polygonal and related random fields. IEEE Trans. Inf. Theory 42(2): 606-617 (1996) - 1995
- [j5]Shalabh Bhatnagar, Vivek S. Borkar:
A Convex Analytic Framework for Ergodic Control of Semi-Markov Processes. Math. Oper. Res. 20(4): 923-936 (1995) - [c1]Anuj Puri, Vivek S. Borkar, Pravin Varaiya:
Epsilon-Approximation of Differential Inclusions. Hybrid Systems 1995: 362-376 - 1992
- [j4]Vivek S. Borkar:
Weak convergence methods and singularly perturbed stochastic control and filtering problems: Harold J. Kushner. Autom. 28(5): 1071-1072 (1992) - [j3]Vivek S. Borkar, Mrinal K. Ghosh:
Ergodic and adaptive control of nearest-neighbor motions. Math. Control. Signals Syst. 5(4): 453 (1992) - 1991
- [j2]Vivek S. Borkar:
A remark on control of partially observed Markov chains. Ann. Oper. Res. 29(1): 429-438 (1991) - [j1]Vivek S. Borkar, Mrinal K. Ghosh:
Ergodic and adaptive control of nearest-neighbor motions. Math. Control. Signals Syst. 4(1): 81-98 (1991)
Coauthor Index
Konstantin Avrachenkov
aka: Konstantin E. Avrachenkov
aka: Konstantin E. Avrachenkov
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