From 818211736e42938c388218122fafb27e1d499922 Mon Sep 17 00:00:00 2001 From: Huang Zhenbiao Date: Fri, 25 Oct 2024 12:47:03 +0800 Subject: [PATCH] add rl for x30 --- controllers/rl_quadruped_controller/README.md | 7 ++ .../deep_robotics/x30_description/README.md | 6 ++ .../config/legged_gym/config.yaml | 41 ++++++++ .../config/legged_gym/policy.pt | Bin 0 -> 774357 bytes .../x30_description/config/robot_control.yaml | 89 ++++++++++++++++++ 5 files changed, 143 insertions(+) create mode 100644 descriptions/deep_robotics/x30_description/config/legged_gym/config.yaml create mode 100644 descriptions/deep_robotics/x30_description/config/legged_gym/policy.pt diff --git a/controllers/rl_quadruped_controller/README.md b/controllers/rl_quadruped_controller/README.md index 4be3411..28f84fe 100644 --- a/controllers/rl_quadruped_controller/README.md +++ b/controllers/rl_quadruped_controller/README.md @@ -36,6 +36,13 @@ source ~/ros2_ws/install/setup.bash ros2 launch rl_quadruped_controller mujoco.launch.py pkg_description:=go2_description ``` +### 3.2 Gazebo Classic 11 (ROS2 Humble) +```bash +source ~/ros2_ws/install/setup.bash +ros2 launch rl_quadruped_controller gazebo_classic.launch.py pkg_description:=a1_description +``` + + ### 3.3 Gazebo Harmonic (ROS2 Jazzy) ```bash source ~/ros2_ws/install/setup.bash diff --git a/descriptions/deep_robotics/x30_description/README.md b/descriptions/deep_robotics/x30_description/README.md index 0caba66..c50d7d6 100644 --- a/descriptions/deep_robotics/x30_description/README.md +++ b/descriptions/deep_robotics/x30_description/README.md @@ -34,6 +34,12 @@ ros2 launch x30_description visualize.launch.py source ~/ros2_ws/install/setup.bash ros2 launch ocs2_quadruped_controller mujoco.launch.py pkg_description:=x30_description ``` +* RL Quadruped Controller + ```bash + source ~/ros2_ws/install/setup.bash + ros2 launch rl_quadruped_controller mujoco.launch.py pkg_description:=x30_description model_folder:=legged_gym + ``` + ### Gazebo Classic 11 (ROS2 Humble) diff --git a/descriptions/deep_robotics/x30_description/config/legged_gym/config.yaml b/descriptions/deep_robotics/x30_description/config/legged_gym/config.yaml new file mode 100644 index 0000000..6be4dab --- /dev/null +++ b/descriptions/deep_robotics/x30_description/config/legged_gym/config.yaml @@ -0,0 +1,41 @@ +model_name: "policy.pt" +framework: "isaacgym" +rows: 4 +cols: 3 +decimation: 4 +num_observations: 48 +observations: ["lin_vel", "ang_vel", "gravity_vec", "commands", "dof_pos", "dof_vel", "actions"] +#observations_history: [6, 5, 4, 3, 2, 1, 0] +clip_obs: 100.0 +clip_actions_lower: [-100, -100, -100, + -100, -100, -100, + -100, -100, -100, + -100, -100, -100] +clip_actions_upper: [100, 100, 100, + 100, 100, 100, + 100, 100, 100, + 100, 100, 100] +rl_kp: [160, 160, 160, + 160, 160, 160, + 160, 160, 160, + 160, 160, 160,] +rl_kd: [8.0, 8.0, 8.0, + 8.0, 8.0, 8.0, + 8.0, 8.0, 8.0, + 8.0, 8.0, 8.0] +hip_scale_reduction: 1.0 +hip_scale_reduction_indices: [0, 3, 6, 9] +num_of_dofs: 12 +action_scale: 0.25 + +lin_vel_scale: 2.0 +ang_vel_scale: 0.25 +dof_pos_scale: 1.0 +dof_vel_scale: 0.05 + +commands_scale: [2.0, 2.0, 0.25] + +torque_limits: [33.5, 33.5, 33.5, + 33.5, 33.5, 33.5, + 33.5, 33.5, 33.5, + 33.5, 33.5, 33.5] \ No newline at end of file diff --git a/descriptions/deep_robotics/x30_description/config/legged_gym/policy.pt b/descriptions/deep_robotics/x30_description/config/legged_gym/policy.pt new file mode 100644 index 0000000000000000000000000000000000000000..8b494ead1da03f51ad2f6972bc98c0c893b07c29 GIT binary patch literal 774357 zcmZUa_dnME_s5B3rpPE2sT4|u6xZvVt58wuU0NjVr9DV!7+DdL85M~nN=n1^I_GL= z(lkn%qFp2n&5vKdx9{^mc)f1V=XsoSe>~3ANlMBJ3aY9K|L^{YKH)KPKPE(y| zLdrR=aQMW3V)y|KDqPeBG@7;GZonz=;Ji#)rlv~cS82nL_Z~FHaUGwHU?FW}0VLer z!|yexiudwzxv%z5@y9S1FipECjH*+>$`?vx*L9lwXXj4vVxb!DPnj*0#=WGXH6s}# zCyB@9n>c9NA?|lO7FTS!i|e;N$EvQ1Vqwh>$j|*j_QRjhp?4#2;D1K4er*-9((_MI z^wubt@xlZB3vY0)#z0*9-x%TJ z_1S1sq>c^^5xgZ%jk~S1#7&0D*f@I*?z)@F`4zIVv8gpYc*JntU7#lChxTm0QW28} zkKk+Ga@w)!JtVuDv;6Z^c6n`2r2~e+ijl{K8xz-ZP)29Ic`l0@7dKNucB=UGdI+Vj zydthWvxuU)x{Q>v+^OAwEVu6%{ z2TYKg^)f~O1EXlfv2TzYcb{|JuY##|fcQLfBF|r|P3|vNQbwE~H$TKEVh^tReu=hh94N})T8jA*W@NK)84M~-1WxWHYE>CSRpm^flbQl-nduFc zOXibS*;vtU)(6;mUL7aQu%;{iH)#B#hwMB&R$4ctKTFT;2aDbs!h1zE4z(zxTF-i( zzsL%|XAaii>zX~6$P-Fc? 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