Search Results for author: Zhaoxing Yang

Found 2 papers, 1 papers with code

User-Oriented Robust Reinforcement Learning

no code implementations15 Feb 2022 Haoyi You, Beichen Yu, Haiming Jin, Zhaoxing Yang, Jiahui Sun

Specifically, we define a new User-Oriented Robustness (UOR) metric for RL, which allocates different weights to the environments according to user preference and generalizes the max-min robustness metric.

reinforcement-learning Reinforcement Learning (RL)

DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning

4 code implementations10 Nov 2021 Zhaoxing Yang, Rong Ding, Haiming Jin, Yifei Wei, Haoyi You, Guiyun Fan, Xiaoying Gan, Xinbing Wang

In addition, with such modularization, the training algorithm of DeCOM separates the original constrained optimization into an unconstrained optimization on reward and a constraints satisfaction problem on costs.

Multi-agent Reinforcement Learning reinforcement-learning +1

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