Reinforcement Learning and Counterfactual Reasoning Explain Adaptive Behavior in a Changing Environment.
Yunfeng ZhangJaehyon PaikPeter PirolliPublished in: Top. Cogn. Sci. (2015)
Keyphrases
- changing environment
- adaptive behavior
- reinforcement learning
- modular robots
- logical framework
- causal reasoning
- dynamic environments
- autonomous agents
- reinforcement learning algorithms
- function approximation
- multi agent
- automated reasoning
- state space
- supervised learning
- machine learning
- learning process
- learning algorithm
- real time
- action selection
- knowledge representation
- reasoning process
- uncertain information
- knowledge base
- optimal policy
- fuzzy logic