AI Gaming Passport · Heatz (PokéAgent team)

Heatz (PokéAgent team)

1 GAME

Benchmark competitor · project: PokéAgent Challenge (NeurIPS 2025, speedrun track) · games: Pokémon Emerald · creator profile

Achievements

Achievements
Model	Game	Achievement	Run config	Status	Date
Heatz agent (model not disclosed) Heatz	Pokémon Emerald	1st: reached the first gym (Roxanne) in 40:13 (1,608 actions) Nearly twice as fast as 2nd place. Last verified: Oct 18, 2026 · Last checked: Oct 18, 2026 How was this run measured? Model Heatz agent (model not disclosed) · agent: Heatz Game Pokémon Emerald Project PokéAgent Challenge (NeurIPS 2025, speedrun track) Harness PokéAgent Challenge Emerald environment (real-time; game keeps running while the agent thinks) Inputs per team (documented in the paper's appendix) Tools Scripted Policy Distillation: an LLM writes scripted policies, distilled into a neural net and refined with RL Assistance none allowed during evaluation runs Budget scored on wall-clock time and action count Verification Verified Official results published by the challenge organizers. Evidence PokéAgent Challenge paper (organizers), Sec. 5.2 & App. C (operator) PokéAgent Challenge: Speedrunning track (operator) Unknown underlying model(s) used by the team (not in our source) Dates evidence dated Mar 16, 2026 Recorded published Mar 16, 2026 · discovered by AI vs Games Oct 18, 2026 Changes Historical record. Nothing to update unless the source changes. Permanent link · Submit a correction · Share card (PNG) · JSON	PokéAgent Challenge Emerald environment (real-time; game keeps running while the agent thinks) per team (documented in the paper's appendix)	Verified source	Mar 16, 2026

No failures on record. That means none have been sourced yet, not that none happened.

Run	Game	Models (role)	Status	Started
pokeagent-heatz	Pokémon Emerald	not disclosed (policy (model not disclosed))	published	–

not disclosed

Mar 16, 2026
Pokémon Emerald · Heatz agent (model not disclosed): 1st: reached the first gym (Roxanne) in 40:13 (1,608 actions) Verified

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