RLang: A Declarative Language for Describing Partial World Knowledge to Reinforcement Learning Agents.
Rafael Rodríguez-SánchezBenjamin Adin SpiegelJennifer WangRoma PatelStefanie TellexGeorge KonidarisPublished in: ICML (2023)
Keyphrases
- world knowledge
- declarative language
- reinforcement learning agents
- deductive databases
- feature generation
- dynamic environments
- reinforcement learning
- knowledge sources
- bag of words
- natural language text
- modeling language
- background knowledge
- state abstraction
- human knowledge
- external knowledge
- multi agent environments
- integrity constraints
- transfer learning
- noun phrases
- image classification
- multi agent
- high level
- databases
- domain knowledge
- prior knowledge
- inductive learning
- wikipedia articles
- domain specific
- programming language
- knowledge base
- learning algorithm