SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning.
Guoxin ChenKexin TangChao YangFuying YeYu QiaoYiming QianPublished in: ACL (1) (2024)
Keyphrases
- reinforcement learning
- causal reasoning
- abductive reasoning
- function approximation
- causal knowledge
- structured data
- reasoning systems
- machine learning
- reasoning process
- reasoning tasks
- real world
- knowledge base
- solving problems
- model based reasoning
- analogical reasoning
- multi agent
- state space
- learning process
- reinforcement learning algorithms
- automated reasoning
- default reasoning
- explanation based learning
- probabilistic reasoning
- learning problems
- markov decision processes
- temporal difference learning
- reinforcement learning methods
- multi agent reinforcement learning
- structured representations