PDDL Planning on PDDL Satellite domain Pyperplan evaluation tasks
8,205Nodes CreatedGBFS + Prim. (No LLM)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GBFS + Prim. (No LLM)Prompting=None, Action Space=Primitive actions, Search=Greedy Best-First Search (GBFS)2023.05 | 8,205 | 150 | 100 | |
| Standard + Prim.Prompting=Standard Prompting, Action Space=Primitive actions, LLM=GPT-3.52023.05 | 6,686 | 78 | 100 | |
| Grammar + Prim.Prompting=Grammar Prompting, Action Space=Primitive actions, LLM=GPT-3.52023.05 | 5,162 | 64 | 100 | |
| Standard + Macro.Prompting=Standard Prompting, Action Space=Macro actions, LLM=GPT-3.52023.05 | 4,013 | 27 | 30 | |
| Grammar + Macro.Prompting=Grammar Prompting, Action Space=Macro actions, LLM=GPT-3.52023.05 | 3,665 | 46 | 90 | |
| Standard + Min Macro.Prompting=Standard Prompting, Action Space=Minimal macro actions, LLM=GPT-3.52023.05 | 3,483 | 35 | 80 |