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05/27/2023
Query-Policy Misalignment in Preference-Based Reinforcement Learning
Preference-based reinforcement learning (PbRL) provides a natural way to...
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02/03/2023
Mind the Gap: Offline Policy Optimization for Imperfect Rewards
Reward function is essential in reinforcement learning (RL), serving as ...
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08/07/2022
A Survey of ADMM Variants for Distributed Optimization: Problems, Algorithms and Features
By coordinating terminal smart devices or microprocessors to engage in c...
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05/04/2022
Proximal ADMM for Nonconvex and Nonsmooth Optimization
By enabling the nodes or agents to solve small-sized subproblems to achi...
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10/31/2021
Decentralized Multi-Agent Reinforcement Learning: An Off-Policy Method
We discuss the problem of decentralized multi-agent reinforcement learni...
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10/31/2021