Evidence for hierarchically-structured reinforcement learning in humans.
Maria K. EcksteinAnne CollinsPublished in: CogSci (2018)
Keyphrases
- machine learning
- hierarchically structured
- reinforcement learning
- hierarchical structure
- function approximation
- feature selection
- empirical evidence
- human behavior
- state space
- temporal difference learning
- supervised learning
- markov decision processes
- human subjects
- multi agent
- dynamic programming
- multi agent reinforcement learning
- evidential reasoning
- human users
- model free
- real robot
- robotic control
- transition model
- reinforcement learning algorithms
- temporal difference
- optimal control
- optimal policy
- learning process
- data structure
- search engine
- artificial intelligence