4 citations · 16 across the 8 of their papers we have counts for
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cs.AI2024★ 1 cited
Multi-Agent Reinforcement Learning with a Hierarchy of Reward Machines
Xuejing Zheng, Chao Yu
In this paper, we study the cooperative Multi-Agent Reinforcement Learning (MARL) problems using Reward Machines (RMs) to specify the reward functions such that the prior knowledge…
cs.AI2023★ 4 cited
Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased
Chao Yu, Jiaxuan Gao, Weilin Liu +5
There is a recent trend of applying multi-agent reinforcement learning (MARL) to train an agent that can cooperate with humans in a zero-shot fashion without using any human data.…