1.HumanPlus: Humanoid Shadowing and Imitation from Humans
文章地址:[2406.10454] HumanPlus: Humanoid Shadowing and Imitation from Humans
代码地址:MarkFzp/humanplus: [CoRL 2024] HumanPlus: Humanoid Shadowing and Imitation from Humans
其他相关参考资料: 斯坦福ALOHA机器人团队最新论文-HumanPlus: 从人类学习的人形机器人动作模仿和自主操作-优快云博客
HumanPlus(斯坦福人形机器人)的代码解读与复现关键:从HST到HIT、HardWare-优快云博客
2.Visual Whole-Body Control for Legged Loco-Manipulation
文章地址:[2403.16967] Visual Whole-Body Control for Legged Loco-Manipulation
代码地址: Ericonaldo/visual_wholebody: Train a loco-manipulation dog with RL
这个工程很好部署,CPU直接就可以运行:
python train.py --exptid SOME_YOUR_DESCRIPTION --proj_name b1z1-low --task b1z1 --sim_device=cpu --rl_device=cpu --observe_gait_commands
GPU运行:
python train.py --exptid SOME_YOUR_DESCRIPTION --proj_name b1z1-low --task b1z1 --sim_device cuda:0 --rl_device cuda:0 --observe_gait_commands
具体输入参数设置:
⚙️ Parameter Description
--task
: Required parameter; values can be (go2, g1, h1, h1_2).--headless
: Defaults to starting with a graphical interface; set to true for headless mode (higher efficiency).--resume
: Resume training from a checkpoint in the logs.--experiment_name
: Name of the experiment to run/load.--run_name
: Name of the run to execute/load.--load_run
: Name of the run to load; defaults to the latest run.--checkpoint
: Checkpoint number to load; defaults to the latest file.--num_envs
: Number of environments for parallel training.--seed
: Random seed.--max_iterations
: Maximum number of training iterations.--sim_device
: Simulation computation device; specify CPU as--sim_device=cpu
.--rl_device
: Reinforcement learning computation device; specify CPU as--rl_device=cpu
.
Default Training Result Directory: logs/<experiment_name>/<date_time>_<run_name>/model_<iteration>.pt
3. 宇树人形机器人isaac_gym仿真工程地址:unitreerobotics/unitree_rl_gym
4.傅里叶机器人:lufhttps://github.com/FFTAI/Wiki-GRx-Gazebohttps://github.com/FFTAI/Wiki-GRx-Gazebo
参考资料:
5.智元机器人: https://github.com/AgibotTech/agibot_x1_train
参考资料:https://zhuanlan.zhihu.com/p/6967843177
6.Alexbotmini/3_Walk and trot/humanoid-gym at main · Alexhuge1/Alexbotmini