Record · Pokémon Emerald · PokéAgent Challenge (NeurIPS 2025, speedrun track)

2nd: reached the first gym in 1:14:43

Verified Official results published by the challenge organizers.

Last verified: Oct 18, 2026 · Last checked: Oct 18, 2026

How was this run measured?

Model
Hamburg PokéRunners agent (model not disclosed) (source label: “Hamburg PokéRunners agent (model not disclosed)”)
Agent
Hamburg PokéRunners
Game
Pokémon Emerald
Harness
PokéAgent Challenge Emerald environment (real-time; game keeps running while the agent thinks)
Inputs
per team (documented in the paper's appendix)
Tools
Pure RL: recurrent PPO with milestone-based rewards
Assistance
none allowed during evaluation runs
Budget
scored on wall-clock time and action count
Status
published
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
published Mar 16, 2026 · discovered Oct 18, 2026
Changes
Historical record. Nothing to update unless the source changes.

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More: All AI results in Pokémon Emerald · Hamburg PokéRunners (PokéAgent team) passport

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