ramonpereira/llm-genplan

Generalized Planning in PDDL Domains with Pretrained Large Language Models

Preprint: https://arxiv.org/abs/2305.11014

Tom Silver, Soham Dan, Kavitha Srinivas, Joshua B. Tenenbaum, Leslie Pack Kaelbling, Michael Katz (2023)

Requirements

• Python 3.11+
• Tested on MacOS Catalina

Installation

1. Recommended: create and source a virtualenv.
2. pip install -e ".[develop]"

Check Installation

Run ./run_ci_checks.sh. It should complete with all green successes in 5-10 seconds.

Reproduce Results

Run ./scripts/run_all.sh. This reproduces results using cached chat logs. It will take 12-16 hours to complete.

Examine Chat Logs

See llm_genplan/llm_cache.