Autonomous Agents in Snake Game via Deep Reinforcement Learning.
Zhepei WeiDi WangMing ZhangAh-Hwee TanChunyan MiaoYou ZhouPublished in: ICA (2018)
Keyphrases
- autonomous agents
- reinforcement learning
- multi agent
- multi agent environments
- dynamic environments
- multi agent systems
- computational systems
- multiagent systems
- rational agents
- learning agents
- function approximation
- active contours
- game theory
- incomplete information
- video games
- distributed artificial intelligence
- temporal difference
- state space
- changing environment
- coalition formation
- control architecture
- reinforcement learning algorithms
- game play
- heterogeneous agents
- game playing
- nash equilibrium
- resource bounded
- bdi agents
- intelligent behavior
- complex environments
- model free
- negotiation mechanism
- cooperative
- agent negotiation
- coordination mechanisms
- reinforcement learning methods
- game theoretic
- optimal policy
- learning algorithm
- agent behavior
- markov decision processes
- virtual world
- mobile robot
- machine learning