update readme; rename config dir;
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.DS_Store
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.DS_Store
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# ML checkpoints / datasets
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# ML checkpoints / datasets
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*.pt
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*.pth
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*.pth
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*.onnx
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*.onnx
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*.npz
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*.npz
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*.npy
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*.npy
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# Large ML artifacts (do not commit)
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# Large ML artifacts (do not commit)
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*.pt
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*.pth
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*.pth
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*.ckpt
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*.ckpt
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*.onnx
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*.onnx
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10
README.md
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README.md
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## Overview
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## Overview
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Train Unitree Go2 with MoE-CTS and deploy it on MuJoCo.
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Train Unitree Go2 with MoE-CTS on IsaacLab and deploy it to MuJoCo.
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This is a reproduction version of [go2_rl_gym](https://github.com/wty-yy/go2_rl_gym) on RobotLab/IsaacLab.
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This is a reproduction version of [go2_rl_gym](https://github.com/wty-yy/go2_rl_gym) on RobotLab/IsaacLab.
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## Installation Guide
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## Installation Guide
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### 1. Install IsaacLab
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### 1. Install IsaacLab
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Install Isaac Lab by following the [installation guide](https://isaac-sim.github.io/IsaacLab/main/source/setup/installation/index.html).
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Install IsaacLab 2.3.0 release by following the [installation guide](https://isaac-sim.github.io/IsaacLab/release/2.3.0/source/setup/installation/pip_installation.html#).
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Notice that we use certain version of IsaacLab packages, newer versions may cause compatibility issues with `rsl_rl` and `robot_lab`.
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After installation, your environment should satisfy the following requirements:
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Please make sure to use the following versions or older ones:
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```
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```
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isaacsim <= 5.1.0.0 # tested on 5.1.0.0
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isaacsim <= 5.1.0.0 # tested on 5.1.0.0
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isaaclab <= 0.53.1 # tested on 0.53.1
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isaaclab <= 0.53.1 # tested on 0.53.1
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isaaclab-rl <= 0.4.7 # tested on 0.4.7
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isaaclab-rl <= 0.4.7 # tested on 0.4.7
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```
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```
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Higher version may cause conflicts with our customized `rsl_rl==3.3.0` and `robot_lab==2.3.0`.
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### 2. Install customized RSL-RL and RobotLab
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### 2. Install customized RSL-RL and RobotLab
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We uses a customized version of `rsl_rl` and `robot_lab`. To install it, run the following commands:
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We uses a customized version of `rsl_rl` and `robot_lab`. To install it, run the following commands:
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policy_path: "{ROOT_DIR}/deploy/pretrain/go2/wyh/go2_moe_cts_1500.pt"
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policy_path: "{ROOT_DIR}/deploy/pretrain/go2/go2_moe_cts_1500.pt"
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xml_path: "{ROOT_DIR}/resources/go2/stairs.xml"
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xml_path: "{ROOT_DIR}/resources/go2/stairs.xml"
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# Total simulation time
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# Total simulation time
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