Convergence of Optimistic and Incremental Q-Learning.
Eyal Even-DarYishay MansourPublished in: NIPS (2001)
Keyphrases
- stochastic approximation
- stochastic shortest path
- reinforcement learning
- cooperative
- multi agent
- function approximation
- state space
- incremental learning
- convergence proof
- multi agent reinforcement learning
- learning algorithm
- initial conditions
- action selection
- learning rate
- convergence rate
- incremental clustering
- convergence speed
- temporal difference learning
- potential field
- data driven
- decision making
- credit assignment
- data sets