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Meta-World · Soccer

keepmetaworld_table—0m 01s@changhechen

Agent runs

Each mode of this task runs once per run. Est. cost is tokens at list price (data/prices.yml), never a bill; see the MetaWorld+ runs for every task of a run.

Codex + GPT-6 Luna, reasoning xhigh (ChatGPT login)default runclosed

Not in this run: not in the sample (robot_coding_bench PR

Task instruction (upstream)

Push the soccer ball into the goal.

Playback speed

Recorded by us: our reference solution, replayed by the verifier (the front camera).

What MetaWorld+ states about this task
Success criteria 1. The verifier replays your actions from the frozen start in a separate sandbox (twice, in fresh processes; MuJoCo on the CPU is bit-exact) and applies Meta-World's own success check for soccer-v3 (evaluate_state) to the state after the last action. A success reached earlier and then lost does not count: end the trajectory while the task is achieved.
2. unlimited (privileged): both fresh-process replays of the handed-in trajectory end in the same state, and the check holds on it
3. limited (standard): the one episode (no reset) is recorded by the service and replays to the same state; the check holds on it live and in the replay
Family metaworld/soccer
Robot Rethink Sawyer: a 7-DoF arm whose hand is a mocap body (the wrist does not rotate), two-finger gripper
Category Meta-World v3
Instance Meta-World's reset randomization with seed 1; MuJoCo state, model arrays, env caches and RNG frozen in instance.npz (SHA-256 23a0c707e1ec…, checked on load)
Deliverable (T, 4) native actions [dx, dy, dz, grip], 1 ≤ T ≤ 500 (Meta-World's max_path_length)
Reference Solution Meta-World's scripted policy for soccer-v3 (metaworld/policies/, removed from the image), run on this instance up to its first success: 114 actions in solution/oracle.npz (recorded by scripts/metaworldplus/freeze.sh).
Limited Mode Standard-mode twin of metaworldplus-soccer-i00-privileged: the same instance and success check (Push the soccer ball into the goal.), served as a robot service (images/metaworld/standard/server_mw.py, protocol eai-standard/2.1, tool module mw_tool). The agent sees camera RGB-D, the robot's own state and the target point; no object poses, no reset; one episode.
Oracle full
Base Image ghcr.io/mll-lab-nu/eai-metaworld:0.1.0
Agent Budget 3600 s of wall clock per mode
Task Dirs metaworldplus-soccer-i00-privileged, metaworldplus-soccer-i00-standard

From https://github.com/Farama-Foundation/Metaworld @ 59fc34d (Meta-World v3), as defined in our task definitions @ 8c5594a43.

Tags

Task DomainManipulation

Why this task is interesting

Not yet written.

Capability notes

Not yet written.

Oracle demo review

Not yet reviewed.

Discussion