An approach to multi-agent pursuit evasion games using reinforcement learning.
Ahmet Tunc BilginEsra Kadioglu UrtisPublished in: ICAR (2015)
Keyphrases
- pursuit evasion
- reinforcement learning
- multi agent
- learning agents
- reinforcement learning agents
- action sets
- multiagent learning
- multi agent decision making
- cooperative
- leader follower
- function approximation
- multi agent systems
- stochastic games
- state space
- multi agent reinforcement learning
- game theory
- multi agent environments
- computer games
- machine learning
- single agent
- game playing
- reinforcement learning algorithms
- extensive form games
- optimal policy
- coalition formation
- multiagent systems
- autonomous agents
- video games
- digital games
- state abstraction
- optimal control
- learning process
- multiple agents
- intelligent agents
- game play
- nash equilibria
- game theoretic
- temporal difference
- model free
- coalitional games
- temporal difference learning
- software agents
- cooperative agents
- markov decision processes
- transfer learning
- markov decision process
- traffic signal control