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Janarthanan Rajendran

Intelligent Switching for Reset-Free RL

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May 02, 2024
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Fairness Incentives in Response to Unfair Dynamic Pricing

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Apr 22, 2024
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Mastering Memory Tasks with World Models

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Mar 07, 2024
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Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games

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Nov 13, 2023
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Towards Few-shot Coordination: Revisiting Ad-hoc Teamplay Challenge In the Game of Hanabi

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Aug 20, 2023
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Conditionally Optimistic Exploration for Cooperative Deep Multi-Agent Reinforcement Learning

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Mar 16, 2023
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Replay Buffer With Local Forgetting for Adaptive Deep Model-Based Reinforcement Learning

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Mar 15, 2023
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Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning

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Feb 06, 2023
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Towards Evaluating Adaptivity of Model-Based Reinforcement Learning Methods

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Apr 25, 2022
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Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks

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Oct 10, 2021
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