Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain.
Jianye HaoTianpei YangHongyao TangChenjia BaiJinyi LiuZhaopeng MengPeng LiuZhen WangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- single agent
- multi agent
- reinforcement learning
- exploration strategy
- multiple agents
- multi agent systems
- learning agents
- dynamic environments
- action space
- window search
- decision problems
- multi agent coordination
- multiagent learning
- function approximation
- cooperative
- path finding
- action selection
- multiagent systems
- stochastic games
- dec pomdps
- multi agent environments
- autonomous agents
- reinforcement learning algorithms
- markov decision processes
- learning agent
- special case
- model free
- state space
- learning algorithm
- dynamic programming
- machine learning
- dynamical systems