Composite · SweetenCoffee¶
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 RoboCasa365 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)
Take a sugar cube from the saucer and place it inside the coffee. Then, grab milk from the fridge and place it next to the coffee on the counter to sweeten the coffee.
Playback speed
Recorded by us: our reference solution, replayed by the verifier (the scene camera).
What RoboCasa365 states about this task
| Success criteria | 1. The check for SweetenCoffee requires that the sugar cube is in the coffee; the milk and the coffee both touch a counter with their centres at most 0.25 m apart (horizontally); the gripper ends more than 0.25 m from the milk and from the sugar cube. 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 | robocasa365/SweetenCoffee |
| Robot | Franka Panda on an Omron mobile base with a torso lift (PandaOmron) |
| Category | Composite · brewing |
| Instance | the initial state of official demonstration episode 0 (demo_0); MuJoCo state, model arrays, task state and RNG frozen in instance.npz (SHA-256 e8bdf6aa78aa…, checked on load) |
| Deliverable | (T, 13) native controller commands, 1 ≤ T ≤ 3000, 20 Hz |
| Reference Solution | Retargeted by PR #4 from official demonstration episode 0 (demo_0, 850 recorded actions; RoboCasa365's demonstrations use a different arm controller): it follows the demonstration's recorded arm joint positions as this controller's absolute joint targets, with the base and torso commands corrected by feedback (PR #4 method demo_feedback). Executed from the frozen scene by the robot's own controller: 850 actions in solution/oracle.npz. Neither the demonstration nor the reference is in the image; the agent cannot reach them. |
| Limited Mode | Standard mode (robot as a service, eai-standard/2.1) of robocasa365-sweeten-coffee-i00-privileged: the same frozen instance and success check, served by the sim sidecar (images/robocasa365/standard/server_casa.py, tool module casa_tool), which records the episode, replays it in a fresh simulator and judges it; the verifier grades the sidecar's record in a container of its own. The agent sees the robot's cameras (RGB-D, calibrated), its own joints and end effector, and the instruction. |
| Oracle | full |
| Base Image | ghcr.io/mll-lab-nu/eai-robocasa365:0.1.0 |
| Agent Budget | 3600 s of wall clock per mode |
| Environment Source | https://github.com/robocasa/robocasa/blob/4f8a2980def75a55dff96b990745b83540425f09/robocasa/environments/kitchen/composite/brewing/sweeten_coffee.py#L4 |
| Task Dirs | robocasa365-sweeten-coffee-i00-privileged, robocasa365-sweeten-coffee-i00-standard |
From https://github.com/robocasa/robocasa @ 4f8a298 (robocasa 1.0.1), as defined in our task definitions @ 8c5594a43.
Tags¶
Task DomainMobile / Whole-body Manipulation
Why this task is interesting¶
Not yet written.
Capability notes¶
Not yet written.
Oracle demo review¶
Not yet reviewed.