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Rahul Jain

e-COP : Episodic Constrained Optimization of Policies

Jun 13, 2024
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Online Bandit Learning with Offline Preference Data

Jun 13, 2024
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Pure Exploration for Constrained Best Mixed Arm Identification with a Fixed Budget

May 23, 2024
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Efficient Online Learning with Offline Datasets for Infinite Horizon MDPs: A Bayesian Approach

Oct 17, 2023
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Regret Analysis of the Posterior Sampling-based Learning Algorithm for Episodic POMDPs

Oct 16, 2023
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Conditional Kernel Imitation Learning for Continuous State Environments

Aug 24, 2023
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Optimal Control of Logically Constrained Partially Observable and Multi-Agent Markov Decision Processes

May 24, 2023
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Exact and Cost-Effective Automated Transformation of Neural Network Controllers to Decision Tree Controllers

Apr 11, 2023
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A Novel Point-based Algorithm for Multi-agent Control Using the Common Information Approach

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Apr 10, 2023
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Bridging Imitation and Online Reinforcement Learning: An Optimistic Tale

Mar 20, 2023
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