Modular Reinforcement Learning architectures for artificially intelligent agents in complex game environments.
Christopher J. HannaRay J. HickeyDarryl CharlesMichaela M. BlackPublished in: CIG (2010)
Keyphrases
- intelligent agents
- reinforcement learning
- multi agent
- multi agent systems
- intelligent systems
- building intelligent
- agent systems
- agent architecture
- distributed environment
- artificial intelligence
- highly dynamic
- real world
- game theory
- mobile agents
- software agents
- complex environments
- intelligent software agents
- artificial agents
- agent interactions
- distributed artificial intelligence
- reinforcement learning algorithms
- state space
- mental states
- function approximation
- computer games
- dynamic environments
- artificial neural networks
- nash equilibria
- video games
- virtual world
- belief desire intention
- optimal policy