From One to Many: Simulating Groups of Agents with Reinforcement Learning Controllers.
Luiselena CasadiegoNuria PelechanoPublished in: IVA (2015)
Keyphrases
- reinforcement learning
- multi agent
- learning agents
- multi agent systems
- learning agent
- action selection
- multi agent environments
- single agent
- robocup soccer
- reinforcement learning agents
- function approximation
- multi agent reinforcement learning
- software agents
- agent receives
- multiple agents
- learning algorithm
- intelligent agents
- autonomous agents
- multiagent systems
- multiagent learning
- partial observability
- agent behavior
- state space
- mobile agents
- agent systems
- cooperative
- dynamic environments
- temporal difference
- decision making
- group members
- learning capabilities
- artificial agents
- dynamic programming
- machine learning
- optimal policy
- learning process
- agent architecture
- coalition formation
- learned knowledge
- action space
- model free
- social welfare
- resource allocation
- reinforcement learning algorithms
- optimal control
- evolutionary learning
- control system
- multiagent reinforcement learning
- incomplete information
- complex domains