Estimating Reward Function from Medial Prefrontal Cortex Cortical Activity using Inverse Reinforcement Learning.
Jieyuan TanXiang ShenXiang ZhangZhiwei SongYiwen WangPublished in: EMBC (2022)
Keyphrases
- inverse reinforcement learning
- prefrontal cortex
- basal ganglia
- reward function
- working memory
- action selection
- preference elicitation
- markov decision processes
- functional connectivity
- reinforcement learning
- human brain
- temporal difference
- state space
- functional magnetic resonance imaging
- reinforcement learning algorithms
- partially observable
- transition probabilities
- brain activity
- information processing
- markov decision process
- learning algorithm
- simple examples
- state variables
- decision making