Skip to main content

On Policy RL Results

Results of running tuned state/visual PPO baselines on ManiSkill3 tasks.
Created on December 3|Last edited on February 1
Curves shown below are grouped by environment ID. As there are more than 10 environments WandB by default does not show all runs you may need to hide other runs to see others. If you want to analyze the curves / download them yourselves you can hover over the panels below and click "Add to report" to add it to your own WandB report.

State Based Results


Showing first 10 runs
020M40M60M80MStep00.20.40.60.81
eval_env_cfg.env_id: PickSingleYCB-v1
eval_env_cfg.env_id: OpenCabinetDrawer-v1
eval_env_cfg.env_id: PegInsertionSide-v1
eval_env_cfg.env_id: UnitreeG1TransportBox-v1
eval_env_cfg.env_id: UnitreeG1PlaceAppleInBowl-v1
eval_env_cfg.env_id: LiftPegUpright-v1
eval_env_cfg.env_id: PokeCube-v1
eval_env_cfg.env_id: PullCube-v1
eval_env_cfg.env_id: RollBall-v1
eval_env_cfg.env_id: StackCube-v1
Showing first 10 runs
2k4k6k8k10ktime/total_rollout+update_time00.20.40.60.81
eval_env_cfg.env_id: PickSingleYCB-v1
eval_env_cfg.env_id: OpenCabinetDrawer-v1
eval_env_cfg.env_id: PegInsertionSide-v1
eval_env_cfg.env_id: UnitreeG1TransportBox-v1
eval_env_cfg.env_id: UnitreeG1PlaceAppleInBowl-v1
eval_env_cfg.env_id: LiftPegUpright-v1
eval_env_cfg.env_id: PokeCube-v1
eval_env_cfg.env_id: PullCube-v1
eval_env_cfg.env_id: RollBall-v1
eval_env_cfg.env_id: StackCube-v1
Showing first 10 runs
020M40M60M80MStep20406080
eval_env_cfg.env_id: PickSingleYCB-v1
eval_env_cfg.env_id: OpenCabinetDrawer-v1
eval_env_cfg.env_id: PegInsertionSide-v1
eval_env_cfg.env_id: UnitreeG1TransportBox-v1
eval_env_cfg.env_id: UnitreeG1PlaceAppleInBowl-v1
eval_env_cfg.env_id: LiftPegUpright-v1
eval_env_cfg.env_id: PokeCube-v1
eval_env_cfg.env_id: PullCube-v1
eval_env_cfg.env_id: RollBall-v1
eval_env_cfg.env_id: StackCube-v1
Run set
44


RGB Based Results


Run set
18