Q-Learning with Differential Entropy of Q-Tables.
Tung D. NguyenKathryn E. KasmarikHussein A. AbbassPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- cooperative
- multi agent
- function approximation
- state space
- database
- learning algorithm
- information theory
- information theoretic
- mutual information
- databases
- learning rate
- potential field
- optimal policy
- model free
- action selection
- information entropy
- credit assignment
- dynamic programming
- td learning
- shannon entropy
- multi agent reinforcement learning
- reinforcement learning algorithms
- entropy measure
- multiagent learning
- materialized views
- database systems
- information content