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NeurIPS competition series

MyoChallenge

Annual NeurIPS competitions for learning control of musculoskeletal agents — dexterity, locomotion, bionics, and athletic intelligence. Browse editions here, or visit the archive on myosuite.org (2025, 2024, 2023, 2022).

Featured · 2026

MyoChallenge 2026

MuscleMimic full-body boxing & saber · MyoSuite ms3

Full edition details

Competition environments and baselines on the ms3 branch — including MuscleMimic full-body boxing and saber tracks with published baseline policies.

myoChallengeBoxingP0-v0

Single MuscleMimic full-body agent (354 muscles) hitting six fixed pads. Obs 603-dim; action (354,) in [0,1]. Baselines under tutorials/mc26/baselines/boxing/.

myoChallengeBoxingVs-v0 / VsClone

Two full-body agents (354 muscles each). Episode ends on KO (health ≥ 100) or fall (pelvis < 0.7 m).

myoChallengeSaberP0-v0

Saber track with SB3 PPO baseline at tutorials/mc26/baselines/saber/saber_p0_baseline.zip.