Large Language Models Are Semi-Parametric Reinforcement Learning Agents.
Danyang ZhangLu ChenSituo ZhangHongshen XuZihan ZhaoKai YuPublished in: NeurIPS (2023)
Keyphrases
- language model
- semi parametric
- reinforcement learning agents
- dynamic environments
- language modeling
- reinforcement learning
- density estimation
- state abstraction
- probabilistic model
- mixture model
- n gram
- least squares
- information retrieval
- regression model
- statistical inference
- multi agent
- constrained optimization
- linear model
- smoothing methods
- multi agent environments
- transfer learning
- learning algorithm
- natural language processing
- text categorization
- data sets
- regression problems
- machine learning