Robustness Evaluation of Multi-Agent Reinforcement Learning Algorithms using GNAs.
Xusheng ZhangWei ZhangYishu GongLiangliang YangJianyu ZhangZhengyu ChenSihong HePublished in: Tiny Papers @ ICLR (2023)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- multi agent
- multi agent environments
- model free
- markov decision processes
- reinforcement learning problems
- function approximation
- stochastic games
- markov games
- partially observable environments
- machine learning
- reinforcement learning methods
- temporal difference
- state space
- artificial neural networks
- cooperative
- learning algorithm
- particle swarm optimization
- single agent
- mobile robot
- dynamic programming
- eligibility traces
- decision making