Retrieval-Augmented Reinforcement Learning.
Anirudh GoyalAbram L. FriesenAndrea BaninoTheophane WeberNan Rosemary KeAdrià Puigdomènech BadiaArthur GuezMehdi MirzaPeter C. HumphreysKsenia KonyushkovaMichal ValkoSimon OsinderoTimothy P. LillicrapNicolas HeessCharles BlundellPublished in: ICML (2022)
Keyphrases
- reinforcement learning
- information retrieval
- image database
- document retrieval
- retrieval model
- function approximation
- retrieval systems
- efficient retrieval
- temporal difference learning
- test collection
- multi agent
- reinforcement learning algorithms
- machine learning
- text retrieval
- structured documents
- model free
- average precision
- retrieval process
- learning algorithm
- robotic control
- policy search
- content based retrieval
- relevance feedback
- evaluation function
- markov decision processes
- query expansion
- information retrieval systems
- mobile robot