Reinforcement Learning in Multi-agent Games: Open AI Gym Diplomacy Environment.
Diogo CruzJosé Aleixo CruzHenrique Lopes CardosoPublished in: EPIA (1) (2019)
Keyphrases
- reinforcement learning
- multi agent
- multi agent environments
- reinforcement learning agents
- learning agents
- dynamic environments
- autonomous agents
- robocup soccer
- multi agent systems
- artificial intelligence
- real time
- function approximation
- complex environments
- video games
- cooperative
- multi agent decision making
- stochastic games
- reinforcement learning algorithms
- leader follower
- educational games
- game design
- game theory
- multiagent systems
- knowledge representation
- learning algorithm
- machine learning
- coalition formation
- single agent
- real robot
- markov decision processes
- agent behavior
- game players
- multi agent reinforcement learning
- mobile robot
- game ai
- expert systems