HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro Strategy.
Hancheng ZhangGuozheng LiChi Harold LiuGuoren WangJian TangPublished in: KDD (2023)
Keyphrases
- reinforcement learning
- multi agent
- function approximation
- reinforcement learning algorithms
- markov decision processes
- cooperative
- dynamic environments
- intelligent agents
- multi agent reinforcement learning
- learning agents
- single agent
- search algorithm
- learning algorithm
- multiagent reinforcement learning
- asynchronous communication
- leader follower
- data sets
- multiple layers
- multiple agents
- hierarchical structure
- optimal policy