SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning.
Guoxin ChenKexin TangChao YangFuying YeYu QiaoYiming QianPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- causal reasoning
- function approximation
- model based reasoning
- causal knowledge
- temporal difference
- abductive reasoning
- knowledge base
- structured data
- automated reasoning
- reasoning tasks
- reasoning systems
- markov decision processes
- state space
- learning algorithm
- machine learning
- model free
- qualitative reasoning
- reinforcement learning algorithms
- structured representations
- analogical reasoning
- reasoning process
- temporal difference learning
- meta level
- explanation based learning
- model based diagnosis
- action space
- evaluation function
- knowledge representation
- domain knowledge
- learning process
- artificial intelligence
- genetic algorithm
- real world