README.md

FOND Benchmarks

Flat collection of all FOND domains in circulation. Notes are my (Christian Muise) best guess.

Notable Changes

• faults, faults-new, and st_faults have an empty :parameters block added to the finish action.
• Similarly for tireworld+st_tires and the changetire action.
• forest and forest-new had problem type renamed to sub-problem to avoid a conflict with the problem keyword.
• Missing requirements added to st_blocksworld, st_first_responders, st_mapfdu, st_tires, st_faults, puffbot_dialogue_pddl, tidyup-mdp, and zenotravel.
• puffbot_dialogue_pddl had the problem-specific objects moved to domain constants, since they are used in actions.

FOND-SAT & Paladinus Domains

These come from the FOND-SAT/Paladinus repos.

• acrobatics
• beam-walk
• doors
• earth-observation
• islands
• miner
• tireworld-spiky
• tireworld-truck

MyND Domains

tidyup-mdp

Was modified to fix some PDDL bugs: the cup* objects were moved from the problem files to constants in the domain, since they are mentioned explicitly in action preconditions.

Misc Domains

st_mapfdu

From Thorsten Engesser on planning for implicit coordination. Strong cyclic plans exist, but it's the acyclic ones that are desired.

puffbot_dialogue_pddl

From Milene Teixeira -- domain for building dialogue agents in the health-care setting.

catalogue.py

This is a helper script that will give you access to all of the benchmarks in the form of dom/prob pairs (absolute paths). Example usage:

from catalogue import confirm_files, COLLECTIONS, DOMAINS

# Prints out every benchmark and the number of instances in them
confirm_files()

# Access the problems for a specific domain
for dom,prob in DOMAINS['acrobatics']:
    print(dom)
    print(prob)

# Access all the benchmarks for a specific collection
for domain_name in COLLECTIONS['all-fond-papers']:
    print(domain_name)