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20222026
most citedA Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges

14 citations · 32 across the 10 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Curricular Subgoals for Inverse Reinforcement Learning

Shunyu Liu, Yunpeng Qing, Shuqi Xu +6

Inverse Reinforcement Learning (IRL) aims to reconstruct the reward function from expert demonstrations to facilitate policy learning, and has demonstrated its remarkable success i…

cs.AI2023★ 13 cited

Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?

Yihe Zhou, Shunyu Liu, Yunpeng Qing +4

Centralized Training with Decentralized Execution (CTDE) has recently emerged as a popular framework for cooperative Multi-Agent Reinforcement Learning (MARL), where agents can use…