Search Results for author: Shijie Han

Found 2 papers, 1 papers with code

Auxiliary Reward Generation with Transition Distance Representation Learning

no code implementations12 Feb 2024 Siyuan Li, Shijie Han, Yingnan Zhao, By Liang, Peng Liu

To achieve automatic auxiliary reward generation, we propose a novel representation learning approach that can measure the ``transition distance'' between states.

Decision Making Reinforcement Learning (RL) +1

Classifying Ambiguous Identities in Hidden-Role Stochastic Games with Multi-Agent Reinforcement Learning

1 code implementation24 Oct 2022 Shijie Han, Siyuan Li, Bo An, Wei Zhao, Peng Liu

In this work, we develop a novel identity detection reinforcement learning (IDRL) framework that allows an agent to dynamically infer the identities of nearby agents and select an appropriate policy to accomplish the task.

Multi-agent Reinforcement Learning reinforcement-learning +2

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