Causal Reinforcement Learning: A Survey.
Zhihong DengJing JiangGuodong LongChengqi ZhangPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- reinforcement learning
- function approximation
- learning algorithm
- causal relationships
- model free
- causal networks
- markov decision processes
- data sets
- optimal control
- transfer learning
- action selection
- reinforcement learning algorithms
- multi agent reinforcement learning
- bayesian networks
- reinforcement learning methods
- autonomous learning
- causal theories
- causal interactions
- optimal policy
- state space
- learning process
- multi agent
- machine learning
- learning problems
- logic programs
- action space
- function approximators
- temporal difference learning
- probabilistic model
- causal inference
- causal knowledge
- relational reinforcement learning
- e learning
- robotic control