Rahul Jain
Orcid: 0000-0003-3786-8682Affiliations:
- University of Southern California, Los Angeles, CA, USA
- University of California, Department of Electical Engineering and Computer Science, Berkeley, CA, USA (PhD 2004)
- Rice University, Department of Electrical and Computer Engineering, Houston, TX, USA (MS 1999)
  According to our database1,
  Rahul Jain
  authored at least 150 papers
  between 1999 and 2025.
  
  
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
- 
    on scopus.com
- 
    on orcid.org
On csauthors.net:
Bibliography
  2025
Multi-Objective Preference Optimization: Improving Human Alignment of Generative Models.
    
  
    CoRR, May, 2025
    
  
Optimal Control of Logically Constrained Partially Observable and Multiagent Markov Decision Processes.
    
  
    IEEE Trans. Autom. Control., January, 2025
    
  
    Proceedings of the 7th Annual Learning for Dynamics & Control Conference, 2025
    
  
A Safe Bayesian Learning Algorithm for Constrained MDPs with Bounded Constraint Violation.
    
  
    Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025
    
  
Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning.
    
  
    Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
    
  
  2024
Optimal Communication and Control Strategies in a Cooperative Multiagent MDP Problem.
    
  
    IEEE Trans. Autom. Control., October, 2024
    
  
    IEEE Trans. Autom. Control., September, 2024
    
  
    CoRR, 2024
    
  
    Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
    
  
    Proceedings of the Forty-first International Conference on Machine Learning, 2024
    
  
Compositional Planning for Logically Constrained Multi-Agent Markov Decision Processes.
    
  
    Proceedings of the 63rd IEEE Conference on Decision and Control, 2024
    
  
A Bayesian Learning Algorithm for Unknown Zero-sum Stochastic Games with an Arbitrary Opponent.
    
  
    Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
    
  
  2023
    Trans. Mach. Learn. Res., 2023
    
  
Efficient Online Learning with Offline Datasets for Infinite Horizon MDPs: A Bayesian Approach.
    
  
    CoRR, 2023
    
  
Regret Analysis of the Posterior Sampling-based Learning Algorithm for Episodic POMDPs.
    
  
    CoRR, 2023
    
  
Optimal Control of Logically Constrained Partially Observable and Multi-Agent Markov Decision Processes.
    
  
    CoRR, 2023
    
  
    CoRR, 2023
    
  
    Proceedings of the Uncertainty in Artificial Intelligence, 2023
    
  
    Proceedings of the International Conference on Machine Learning, 2023
    
  
A Novel Point-Based Algorithm for Multi-Agent Control Using the Common Information Approach.
    
  
    Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
    
  
Exact and Cost-Effective Automated Transformation of Neural Network Controllers to Decision Tree Controllers.
    
  
    Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
    
  
  2022
Two-Stage Electricity Markets With Renewable Energy Integration: Market Mechanisms and Equilibrium Analysis.
    
  
    IEEE Trans. Control. Netw. Syst., 2022
    
  
    IEEE Trans. Control. Netw. Syst., 2022
    
  
    Queueing Syst. Theory Appl., 2022
    
  
    CoRR, 2022
    
  
Optimal control of partially observable Markov decision processes with finite linear temporal logic constraints.
    
  
    Proceedings of the Uncertainty in Artificial Intelligence, 2022
    
  
    Proceedings of the International Conference on Machine Learning, 2022
    
  
    Proceedings of the International Conference on Machine Learning, 2022
    
  
Optimal Communication and Control Strategies for a Multi-Agent System in the Presence of an Adversary.
    
  
    Proceedings of the 61st IEEE Conference on Decision and Control, 2022
    
  
    Proceedings of the 61st IEEE Conference on Decision and Control, 2022
    
  
Practical Control Design for the Deep Learning Age: Distillation of Deep RL-Based Controllers.
    
  
    Proceedings of the 58th Annual Allerton Conference on Communication, 2022
    
  
    Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
    
  
  2021
Model-Free Reinforcement Learning for Optimal Control of MarkovDecision Processes Under Signal Temporal Logic Specifications.
    
  
    CoRR, 2021
    
  
    CoRR, 2021
    
  
    CoRR, 2021
    
  
Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path.
    
  
    Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
    
  
Model-Free Reinforcement Learning for Optimal Control of Markov Decision Processes Under Signal Temporal Logic Specifications.
    
  
    Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
    
  
Optimal Control of Discounted-Reward Markov Decision Processes Under Linear Temporal Logic Specifications.
    
  
    Proceedings of the 2021 American Control Conference, 2021
    
  
    Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
    
  
    Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
    
  
  2020
Posterior Sampling-Based Reinforcement Learning for Control of Unknown Linear Systems.
    
  
    IEEE Trans. Autom. Control., 2020
    
  
    IEEE Trans. Autom. Control., 2020
    
  
Synthesis of Discounted-Reward Optimal Policies for Markov Decision Processes Under Linear Temporal Logic Specifications.
    
  
    CoRR, 2020
    
  
Designing Interpretable Approximations to Deep Reinforcement Learning with Soft Decision Trees.
    
  
    CoRR, 2020
    
  
Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes.
    
  
    Proceedings of the 37th International Conference on Machine Learning, 2020
    
  
    Proceedings of the 59th IEEE Conference on Decision and Control, 2020
    
  
    Proceedings of the 59th IEEE Conference on Decision and Control, 2020
    
  
    Proceedings of the 2020 American Control Conference, 2020
    
  
  2019
    Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
    
  
An Empirical Relative Value Learning Algorithm for Non-parametric MDPs with Continuous State Space.
    
  
    Proceedings of the 17th European Control Conference, 2019
    
  
Empirical Algorithms for General Stochastic Systems with Continuous States and Actions.
    
  
    Proceedings of the 58th IEEE Conference on Decision and Control, 2019
    
  
    Proceedings of the 58th IEEE Conference on Decision and Control, 2019
    
  
    Proceedings of the 2019 American Control Conference, 2019
    
  
An Approximately Optimal Relative Value Learning Algorithm for Averaged MDPs with Continuous States and Actions.
    
  
    Proceedings of the 57th Annual Allerton Conference on Communication, 2019
    
  
  2018
    IEEE Trans. Smart Grid, 2018
    
  
    IEEE Trans. Control. Netw. Syst., 2018
    
  
    IEEE Trans. Control. Netw. Syst., 2018
    
  
    CoRR, 2018
    
  
Dynamic Economic Dispatch and Price Evolution under Ramping Constraints and Uncertain Demand.
    
  
    Proceedings of the 56th Annual Allerton Conference on Communication, 2018
    
  
  2017
    Dyn. Games Appl., 2017
    
  
    Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
    
  
    Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
    
  
    Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
    
  
    Proceedings of the 55th Annual Allerton Conference on Communication, 2017
    
  
Inexact iteration of averaged operators for non-strongly convex stochastic optimization.
    
  
    Proceedings of the 55th Annual Allerton Conference on Communication, 2017
    
  
  2016
    Proceedings of the 55th IEEE Conference on Decision and Control, 2016
    
  
    Proceedings of the 54th Annual Allerton Conference on Communication, 2016
    
  
  2015
    SIAM J. Control. Optim., 2015
    
  
    Queueing Syst. Theory Appl., 2015
    
  
    Oper. Res., 2015
    
  
    CoRR, 2015
    
  
    Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015
    
  
    Proceedings of the 54th IEEE Conference on Decision and Control, 2015
    
  
    Proceedings of the 54th IEEE Conference on Decision and Control, 2015
    
  
Scheduling, pricing, and efficiency of non-preemptive flexible loads under direct load control.
    
  
    Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
    
  
  2014
    IEEE Trans. Signal Process., 2014
    
  
    IEEE Trans. Inf. Theory, 2014
    
  
    CoRR, 2014
    
  
    Autom., 2014
    
  
    Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014
    
  
    Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
    
  
    Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
    
  
    Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
    
  
    Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
    
  
Optimal decentralized control in unidirectional one-step delayed sharing pattern with partial output feedback.
    
  
    Proceedings of the American Control Conference, 2014
    
  
    Proceedings of the American Control Conference, 2014
    
  
    Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
    
  
  2013
    IEEE Trans. Mob. Comput., 2013
    
  
    SIAM J. Control. Optim., 2013
    
  
    CoRR, 2013
    
  
    CoRR, 2013
    
  
    Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
    
  
    Proceedings of the 51st Annual Allerton Conference on Communication, 2013
    
  
    Proceedings of the 2013 Asilomar Conference on Signals, 2013
    
  
  2012
Combinatorial Network Optimization With Unknown Variables: Multi-Armed Bandits With Linear Rewards and Individual Observations.
    
  
    IEEE/ACM Trans. Netw., 2012
    
  
    IEEE J. Sel. Areas Commun., 2012
    
  
    CoRR, 2012
    
  
    Proceedings of the 6th International ICST Conference on Performance Evaluation Methodologies and Tools, 2012
    
  
    Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
    
  
    Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
    
  
    Proceedings of the 51th IEEE Conference on Decision and Control, 2012
    
  
    Proceedings of the 51th IEEE Conference on Decision and Control, 2012
    
  
    Proceedings of the 51th IEEE Conference on Decision and Control, 2012
    
  
Characterization of equilibria for the degraded Gaussian broadcast and sum power MAC channels.
    
  
    Proceedings of the 50th Annual Allerton Conference on Communication, 2012
    
  
    Proceedings of the 50th Annual Allerton Conference on Communication, 2012
    
  
    Proceedings of the 50th Annual Allerton Conference on Communication, 2012
    
  
  2011
    Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011
    
  
    Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011
    
  
    Proceedings of the 49th Annual Allerton Conference on Communication, 2011
    
  
  2010
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards
    
  
    CoRR, 2010
    
  
    Autom., 2010
    
  
Simulation-based optimization of Markov decision processes: An empirical process theory approach.
    
  
    Autom., 2010
    
  
    Proceedings of the 8th International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks (WiOpt 2010), May 31, 2010
    
  
    Proceedings of the 22nd International Teletraffic Congress, 2010
    
  
    Proceedings of the 49th IEEE Conference on Decision and Control, 2010
    
  
    Proceedings of the 48th Annual Allerton Conference on Communication, 2010
    
  
    Proceedings of the 48th Annual Allerton Conference on Communication, 2010
    
  
  2009
    Proceedings of the 4th International Conference on Performance Evaluation Methodologies and Tools, 2009
    
  
    Proceedings of the 1st International Conference on Game Theory for Networks, 2009
    
  
    Proceedings of the 48th IEEE Conference on Decision and Control, 2009
    
  
  2008
    Proceedings of the 46th Annual Allerton Conference on Communication, 2008
    
  
  2007
    Proceedings of the 46th IEEE Conference on Decision and Control, 2007
    
  
  2006
    SIAM J. Control. Optim., 2006
    
  
    Proceedings of the 45th IEEE Conference on Decision and Control, 2006
    
  
  2005
    Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
    
  
  2004
    IEEE Trans. Autom. Control., 2004
    
  
    Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
    
  
Simulation-based uniform value function estimates of discounted and average-reward MDPs.
    
  
    Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
    
  
  2003
    Commun. Inf. Syst., 2003
    
  
  2002
    Proceedings of the 41st IEEE Conference on Decision and Control, 2002
    
  
  2001
    IEEE Wirel. Commun., 2001
    
  
  1999
    Proceedings of Second ACM International Workshop on Wireless Mobile Multimedia, 1999
    
  
A Framework for Design & Evaluation of Admission Control Algorithms in Multi-Service Mobile Networks.
    
  
    Proceedings of the Proceedings IEEE INFOCOM '99, 1999