NATURAL PLAN: Benchmarking LLMs on Natural Language Planning.
Huaixiu Steven ZhengSwaroop MishraHugh ZhangXinyun ChenMinmin ChenAzade NovaLe HouHeng-Tze ChengQuoc V. LeEd H. ChiDenny ZhouPublished in: CoRR (2024)
Keyphrases
- natural language
- planning process
- plan generation
- plan recognition
- plan execution
- planning domains
- ai planning
- planning systems
- automated planning
- planning problems
- planning tasks
- case based planning
- domain independent planning
- plan repair
- partial order planning
- decision theoretic
- optimal plans
- partial order planner
- conditional plans
- classical planning
- heuristic search
- plan quality
- multi agent planning
- knowledge representation
- semantic interpretation
- state space
- semantic analysis
- world model
- planning graph
- natural language processing
- man made
- orders of magnitude
- reactive planning
- travel planning
- unexpected events
- domain independent
- situation calculus
- natural language generation
- sensing actions
- action selection
- dialogue system
- blocks world
- natural language interface
- real world
- information extraction