wty-yy/go2_rl_gym_data

Go2 RL GYM Data

Checkpoint files for go2_rl_gym and go2_rl_robotlab.

📦 Files

The table below mirrors the evaluation table in the main repository README. Link points to the corresponding Hugging Face file or folder page. Last Updated records the artifact release date; legacy entries without a dated name use their initial Hugging Face release date.

Model	Best Train Step	Score	Tracking	Safety	Quality	Level	Link	Last Updated
go2_moe_cts_symmetry (bb4a078)	77k	0.7006	0.7091	0.7892	0.7891	8.51	symmetry_v1_77k_0.7006_bb4a078	2026-07-06
go2_moe_cts (RobotLab v4.2)	176k	0.6984	0.7055	0.7850	0.7845	8.62	go2_moe_cts_v4.2_176k_0.6984	2026-06-26
go2_moe_cts_symmetry	52k	0.6953	0.7029	0.7893	0.7884	8.49	go2_moe_cts_symmetry_v5.1_52k_0.6953	2026-07-03
go2_moe_cts (RobotLab v3.3)	185k	0.6828	0.6785	0.7552	0.7645	8.17	go2_moe_cts_v3.3_185k_0.6828	2026-06-16
go2_moe_cts (go2_rl_gym)	137k	0.6713	0.6669	0.7857	0.7392	7.85	go2_moe_cts_137000_0.6713	2026-01-31
go2_ac_moe_cts	115k	0.6509	0.6442	0.7644	0.7149	7.52	go2_ac_moe_cts_115k_0.6509.pt	2026-01-31
go2_mcp_cts	91k	0.6399	0.6355	0.7542	0.7058	7.41	go2_mcp_cts_91k_0.6399	2026-01-31
go2_moe_ng_cts	79k	0.6519	0.6447	0.7639	0.7186	7.56	go2_moe_ng_cts_79k_0.6519	2026-01-31
CTS vanilla	103.5k	0.5786	0.5755	0.7066	0.6624	6.83	go2_cts_vanilla2_103.5k_0.5786	2026-01-31
HIM	21k	0.5379	0.5453	0.6476	0.6050	6.19	go2_him_21k_0.5379.pt	2026-01-31
DreamWaQ	119.5k	0.5054	0.5105	0.6149	0.5730	5.74	go2_dwaq_119.5k_0.5054.pt	2026-01-31

Additional self-collision-enabled result:

Model	Best Train Step	Score	Download	Last Updated
go2_moe_cts_high_slope_thre	164k	0.6715	go2_moe_cts_high_slope_thre_164k_0.6715_20260419	2026-04-19

🚀 Usage

File types:

• policy.pt: TorchScript policy for Sim2Sim deployment.
• policy.onnx: ONNX policy for C++ / Sim2Real deployment.
• policy.pkl: raw policy weights.
• model_*.pt: full training checkpoint.
• single *.pt files at repository root: standalone checkpoint files kept as released.

Example paths:

# Sim2Sim policy
./go2_moe_cts_137000_0.6713/policy.pt

# ONNX deployment policy
./go2_moe_cts_137000_0.6713/policy.onnx

# Full training checkpoint
./go2_moe_cts_self_103.5k_0.6669/model_103500.pt

For training, evaluation, export, and deployment commands, see the main repository go2_rl_gym README.

🔎 Details

• Most directory entries contain exported policies.
• go2_moe_cts_high_slope_thre_164k_0.6715_20260419 contains both exported policies and the full model_164000.pt.
• go2_moe_cts_self_103.5k_0.6669 contains exported policies and model_103500.pt.
• On the Hugging Face web page, folder entries should use tree/main/... URLs for navigation.

📄 Citation

If you find our work helpful, please cite:

@inproceedings{wu2026robogauge,
    title={Toward Reliable Sim-to-Real Predictability for MoE-based Robust Quadrupedal Locomotion},
    author={Tianyang Wu and Hanwei Guo and Yuhang Wang and Junshu Yang and Xinyang Sui and Jiayi Xie and Xingyu Chen and Zeyang Liu and Xuguang Lan},
    booktitle={Proceedings of Robotics: Science and Systems},
    year={2026}
}