The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models.
Moschoula PterneaPrerna SinghAbir ChakrabortyYagna OrugantiMirco MilletarĂSayli BapatKebei JiangPublished in: CoRR (2024)
Keyphrases
- translation model
- language model
- reinforcement learning
- language modeling
- n gram
- function approximation
- document retrieval
- speech recognition
- probabilistic model
- state space
- model free
- markov decision processes
- reinforcement learning algorithms
- information retrieval
- temporal difference
- test collection
- retrieval model
- context sensitive
- query expansion
- learning algorithm
- language modelling
- actor critic
- query terms
- optimal policy
- statistical language models
- rl algorithms
- partially observable domains
- autonomous learning
- smoothing methods
- machine learning
- ad hoc information retrieval
- function approximators
- action space
- transfer learning
- vector space model
- relevance model
- search engine
- okapi bm
- relevance feedback
- language model for information retrieval