The Chef's Hat Simulation Environment for Reinforcement-Learning-Based Agents.
Pablo V. A. BarrosAnne C. BloemInge M. HootsmansLena M. OpheijRomain H. A. ToeboschEmilia I. BarakovaAlessandra SciuttiPublished in: CoRR (2020)
Keyphrases
- simulation environment
- reinforcement learning
- multi agent
- multi agent systems
- learning agents
- action selection
- autonomous agents
- single agent
- learning agent
- multi agent reinforcement learning
- simulation model
- multiagent systems
- virtual space
- multi agent environments
- intelligent agents
- cooperative
- multiagent learning
- simulation tool
- agent receives
- state space
- multiple agents
- simulation tools
- function approximation
- multiagent reinforcement learning
- decision making
- robocup soccer
- agent architecture
- mobile agents
- software agents
- agent systems
- learning capabilities
- coalition formation
- partial observability
- decentralized control
- markov decision processes
- incomplete information
- model free
- agent behavior
- artificial agents
- temporal difference
- evolutionary learning
- reinforcement learning agents
- stochastic games