Large Language Models as Planning Domain Generators.
James T. OswaldKavitha SrinivasHarsha KokelJunkyu LeeMichael KatzShirin SohrabiPublished in: ICAPS (2024)
Keyphrases
- language model
- planning domains
- planning problems
- language modeling
- orders of magnitude
- ai planning
- definition language
- deterministic finite automaton
- description language
- domain independent
- htn planning
- document retrieval
- search strategies
- speech recognition
- information retrieval
- n gram
- probabilistic model
- hierarchical task networks
- retrieval model
- query expansion
- language modelling
- test collection
- query terms
- model checking
- planning systems
- statistical language models
- context sensitive
- vector space model
- heuristic search
- smoothing methods
- state space
- relevance model
- document ranking
- translation model
- information retrieval systems
- search strategy
- data structure
- bayesian networks
- search algorithm
- classical planning