Think Before You Act: Unified Policy for Interleaving Language Reasoning with Actions.
Lina MezghaniPiotr BojanowskiKarteek AlahariSainbayar SukhbaatarPublished in: CoRR (2023)
Keyphrases
- reasoning about actions
- action language
- reasoning process
- decision processes
- action selection
- language learning
- knowledge base
- conceptual representation
- optimal policy
- decision process
- uml class diagrams
- automated reasoning
- programming language
- knowledge representation
- situation calculus
- meta level
- partially observable
- intelligent behavior
- plan execution
- proof theory
- natural language
- initial state
- reasoning tasks
- reward function
- action space
- speech acts
- state action
- cognitive agents
- incomplete knowledge
- plan recognition
- highly expressive
- cognitive processes
- diagrammatic reasoning