rl_sar/README.md

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# rl_sim2sim
[中文文档](README_CN.md)
## Preparation
Pull the code (synchronously pull submodules)
```bash
git clone --recursive https://github.com/fan-ziqi/rl_sim2sim.git
```
If there are updates:
```bash
git pull
git submodule update --remote --recursive
```
Download and deploy `libtorch` at any location
```bash
cd /path/to/your/torchlib
wget https://download.pytorch.org/libtorch/cpu/libtorch-cxx11-abi-shared-with-deps-2.0.1%2Bcpu.zip
unzip libtorch-cxx11-abi-shared-with-deps-2.0.1+cpu.zip -d ./
echo 'export Torch_DIR=/path/to/your/torchlib' >> ~/.bashrc
```
Install `teleop-twist-keyboard`
```bash
sudo apt install ros-noetic-teleop-twist-keyboard
```
## Compilation
Customize the following two functions in the code to adapt to different models:
```cpp
torch::Tensor forward() override;
torch::Tensor compute_observation() override;
```
Then compile in the root directory
```bash
cd ..
catkin build
```
## Run
Copy the trained pt model file to `sim2sim/src/unitree_rl/models`
Open a new terminal, start the gazebo simulation environment
```bash
source devel/setup.bash
roslaunch unitree_rl start_env.launch
```
Open a new terminal, start the control program
```bash
source devel/setup.bash
rosrun unitree_rl unitree_rl
```
Open a new terminal, keyboard control program
```bash
rosrun teleop_twist_keyboard teleop_twist_keyboard.py
```
> Part of the code refers to https://github.com/mertgungor/unitree_model_control