Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent States.
Shi DongBenjamin Van RoyZhengyuan ZhouPublished in: J. Mach. Learn. Res. (2022)
Keyphrases
- multi agent
- complex environments
- reinforcement learning
- autonomous agents
- multi agent systems
- intelligent agents
- action selection
- multiagent systems
- state action
- decision making
- decision theoretic
- learning agents
- learning agent
- learning capabilities
- agent model
- agent systems
- state abstraction
- internal states
- machine learning
- reward function
- agent technology
- software agents
- single agent
- agent architecture
- exploration strategy
- agent learns