An Empirical Study of AI Population Dynamics with Million-agent Reinforcement Learning.
Yaodong YangLantao YuYiwei BaiJun WangWeinan ZhangYing WenYong YuPublished in: CoRR (2017)
Keyphrases
- population dynamics
- reinforcement learning
- multi agent
- predator prey
- action selection
- learning agent
- artificial intelligence
- artificial societies
- multi agent systems
- autonomous agents
- machine learning
- learning agents
- learning capabilities
- multiagent systems
- expert systems
- evolutionary computing
- single agent
- reward function
- multiple agents
- intelligent systems
- state space
- fitness landscape
- reinforcement learning algorithms
- optimal policy
- decision making
- markov decision processes
- dynamic environments
- computational intelligence
- multiagent learning
- cooperative
- multi agent reinforcement learning
- learning algorithm
- model free
- evolutionary game theory
- theoretical models
- agent behavior
- resource allocation