State of the Art Control of Atari Games Using Shallow Reinforcement Learning.
Yitao LiangMarlos C. MachadoErik TalvitieMichael H. BowlingPublished in: CoRR (2015)
Keyphrases
- transfer learning
- model free
- reinforcement learning
- linear value function approximation
- control problems
- reinforcement learning algorithms
- function approximation
- temporal difference
- optimal control
- control strategies
- state space
- adaptive control
- action selection
- machine learning
- learning algorithm
- control system
- policy iteration
- game theory
- learning process
- learning capabilities
- game theoretic
- control method
- supervised learning
- partially observable
- average reward
- neural network
- control strategy
- stochastic games
- temporal difference learning