Translating a Reinforcement Learning Task into a Computational Psychiatry Assay: Challenges and Strategies.
Peter HitchcockYael NivAngela RadulescuChris R. SimsPublished in: CogSci (2017)
Keyphrases
- reinforcement learning
- real world
- learning agents
- function approximation
- state space
- technical challenges
- search strategies
- multi agent
- computational tools
- machine learning
- learning algorithm
- open issues
- robotic control
- stochastic approximation
- application scenarios
- temporal difference
- model free
- computational power
- lessons learned
- markov decision processes
- dynamical systems
- transfer learning
- supervised learning
- learning process
- artificial intelligence