Robotics
ONNX
LeRobot
rsl_rl
isaaclab
isaac-sim
strands-robots
reinforcement-learning
franka
reach
ppo
agents
sim2sim
Eval Results (legacy)
Instructions to use cagataydev/strands-isaaclab-reach-franka-policy with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- LeRobot
How to use cagataydev/strands-isaaclab-reach-franka-policy with LeRobot:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Download record.json from cagataydev/strands-isaaclab-reach-franka-policy: direct link, hf CLI and curl.
- Browser
- Download file 2.77 kB
-
https://huggingface.co/cagataydev/strands-isaaclab-reach-franka-policy/resolve/main/record.json
- Command line
-
hf download hf://cagataydev/strands-isaaclab-reach-franka-policy/record.json
-
curl -L -o record.json https://huggingface.co/cagataydev/strands-isaaclab-reach-franka-policy/resolve/main/record.json
2.77 kB
| { | |
| "task": "Isaac-Reach-Franka", | |
| "checkpoint": "runs/c3_agent_sweep/1e-3_s1/logs/rsl_rl/reach_franka/2026-09-29_05-04-21_isaaclab-20260929-050417-05a8c9c0dbae/model_299.pt", | |
| "episodes_requested": 12, | |
| "frames": 360, | |
| "overrides": [], | |
| "cam": "fixed", | |
| "cam_name": "front", | |
| "res": [ | |
| 320, | |
| 240 | |
| ], | |
| "play_mode": true, | |
| "seed": 7, | |
| "cmd": "/home/ubuntu/strands-robots-isaac-test/isaaclab-research/.venv/bin/python examples/record_trained_policy.py --task Isaac-Reach-Franka --checkpoint runs/c3_agent_sweep/1e-3_s1/logs/rsl_rl/reach_franka/2026-09-29_05-04-21_isaaclab-20260929-050417-05a8c9c0dbae/model_299.pt --episodes 12 --frames 360 --cam fixed --cam_name front --eye 1.6,0.9,0.9 --target 0.4,0,0.3 --task_str reach the commanded end-effector pose --robot_type franka_panda --root rec/reach-franka/ds --repo_id cagataydev/strands-isaaclab-reach-franka", | |
| "actor_obs_groups": [ | |
| "policy" | |
| ], | |
| "joint_names": [ | |
| "panda_joint1", | |
| "panda_joint2", | |
| "panda_joint3", | |
| "panda_joint4", | |
| "panda_joint5", | |
| "panda_joint6", | |
| "panda_joint7", | |
| "panda_finger_joint1", | |
| "panda_finger_joint2" | |
| ], | |
| "action_names": [ | |
| "arm_action.panda_joint1", | |
| "arm_action.panda_joint2", | |
| "arm_action.panda_joint3", | |
| "arm_action.panda_joint4", | |
| "arm_action.panda_joint5", | |
| "arm_action.panda_joint6", | |
| "arm_action.panda_joint7" | |
| ], | |
| "action_dim": 7, | |
| "fps": 30, | |
| "step_dt": 0.03333333333333333, | |
| "env_build_s": 15.9, | |
| "policy_obs_dim": 32, | |
| "jit_vs_rslrl_max_abs": 2.980232238769531e-07, | |
| "debug": [ | |
| { | |
| "f": 0, | |
| "cam_pos_w0": [ | |
| 5.349999904632568, | |
| -1.600000023841858, | |
| 0.8999999761581421 | |
| ], | |
| "root_pos_w0": [ | |
| 3.75, | |
| -2.5, | |
| 0.0 | |
| ] | |
| }, | |
| { | |
| "f": 1, | |
| "cam_pos_w0": [ | |
| 5.349999904632568, | |
| -1.600000023841858, | |
| 0.8999999761581421 | |
| ], | |
| "root_pos_w0": [ | |
| 3.75, | |
| -2.5, | |
| 0.0 | |
| ] | |
| }, | |
| { | |
| "f": 10, | |
| "cam_pos_w0": [ | |
| 5.349999904632568, | |
| -1.600000023841858, | |
| 0.8999999761581421 | |
| ], | |
| "root_pos_w0": [ | |
| 3.75, | |
| -2.5, | |
| 0.0 | |
| ] | |
| } | |
| ], | |
| "policy_ms_per_step_all_envs": 4.1, | |
| "env_ms_per_step": 146.98, | |
| "playback_envs": [ | |
| 6, | |
| 4, | |
| 0, | |
| 5 | |
| ], | |
| "cam_mean": 207.83623842592593, | |
| "record_s": 6.8, | |
| "episodes_saved": 12, | |
| "kept_envs": [ | |
| 0, | |
| 1, | |
| 2, | |
| 3, | |
| 4, | |
| 5, | |
| 6, | |
| 7, | |
| 8, | |
| 9, | |
| 10, | |
| 11 | |
| ], | |
| "episode_len": [ | |
| 249, | |
| 55, | |
| 22, | |
| 22, | |
| 253, | |
| 132, | |
| 360, | |
| 14, | |
| 9, | |
| 9, | |
| 88, | |
| 17 | |
| ], | |
| "episode_return": [ | |
| -0.829, | |
| 0.05, | |
| 0.213, | |
| 0.264, | |
| -0.967, | |
| -0.229, | |
| -2.107, | |
| 0.279, | |
| 0.297, | |
| 0.303, | |
| -0.06, | |
| 0.252 | |
| ], | |
| "episode_end": [ | |
| "terminated", | |
| "terminated", | |
| "terminated", | |
| "terminated", | |
| "terminated", | |
| "terminated", | |
| "time_out", | |
| "terminated", | |
| "terminated", | |
| "terminated", | |
| "terminated", | |
| "terminated" | |
| ], | |
| "mean_return": -0.211, | |
| "total_frames": 1230, | |
| "total_wall_s": 91.1 | |
| } |