Primate Motor Cortical Activity Displays Hallmarks of a Temporal Difference Reinforcement Learning Process.
Venkata S. Aditya TarigoppulaJohn S. ChoiJohn P. HessburgDavid B. McNielBrandi T. MarshJoseph T. FrancisPublished in: NER (2023)
Keyphrases
- temporal difference
- reinforcement learning
- cortical areas
- learning process
- td learning
- function approximation
- cerebral cortex
- brain activity
- biologically plausible
- model free
- temporal difference learning
- reinforcement learning algorithms
- state space
- policy evaluation
- evaluation function
- learning algorithm
- function approximators
- markov decision processes
- primary visual cortex
- action selection
- policy iteration
- temporal difference methods
- learning styles
- optimal policy
- biologically inspired
- multiresolution
- active learning
- supervised learning
- learning experience
- feed forward
- step size
- receptive fields
- action space
- monte carlo
- human brain
- reinforcement learning methods
- dynamic programming
- learning environment
- e learning
- machine learning