State of the Art Control of Atari Games Using Shallow Reinforcement Learning.
Yitao LiangMarlos C. MachadoErik TalvitieMichael H. BowlingPublished in: AAMAS (2016)
Keyphrases
- reinforcement learning
- control problems
- optimal control
- control system
- reinforcement learning algorithms
- linear value function approximation
- game theory
- control method
- game theoretic
- action selection
- learning process
- supervised learning
- optimal policy
- learning experience
- neural network
- control strategy
- nash equilibrium
- dynamic programming
- decision making
- nash equilibria
- learning algorithm