Causal Based Q-Learning.
Arquímides Méndez-MolinaIvan Feliciano-AvelinoEduardo F. MoralesLuis Enrique SucarPublished in: Res. Comput. Sci. (2020)
Keyphrases
- reinforcement learning
- cooperative
- function approximation
- multi agent
- state space
- learning algorithm
- bayesian networks
- causal relationships
- causal networks
- stochastic approximation
- causal models
- model free
- causal reasoning
- multi agent reinforcement learning
- optimal policy
- action selection
- reinforcement learning algorithms
- potential field
- causal inference
- bucket brigade
- causal structure
- causal relations
- learning rate
- dynamic programming
- temporal difference learning
- mobile robot
- causal knowledge
- td learning
- knowledge base