# IsaacLab Circular Cartpole **Repository Path**: wudinggui/isaac-lab-circular-cartpole ## Basic Information - **Project Name**: IsaacLab Circular Cartpole - **Description**: No description available - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: main - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 1 - **Created**: 2025-08-18 - **Last Updated**: 2025-08-18 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # Isaac Lab 项目实践 - 圆周倒立摆(L1、L2、L3) 该项目主要展示了如何借助Isaac Lab的强化学习功能,实现一阶、二阶、三阶圆周倒立摆。项目采用Manager-Based的训练环境,训练策略选用SKRL PPO。 ## 3D建模文件 路径为 `models`,由SolidWorks导出,包括URDF和USD格式的文件。 ## **一阶圆周倒立摆 V0** - **目标姿态**:
灰杆朝上、绿杆朝上 - **环境配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\task_l1_v0.py` - **超参数配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\agents\skrl_ppo_cfg_l1_v0.yaml` - **示意图**:
一阶圆周倒立摆 V0 ## **一阶圆周倒立摆 V1** - **目标姿态**:
灰杆朝上、绿杆朝下 - **环境配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\task_l1_v1.py` - **超参数配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\agents\skrl_ppo_cfg_l1_v1.yaml` - **示意图**:
一阶圆周倒立摆 V1 ## **二阶圆周倒立摆 V0** - **目标姿态**:
灰杆朝上、绿杆朝上、蓝杆朝上 - **环境配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\task_l2_v0.py` - **超参数配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\agents\skrl_ppo_cfg_l2_v0.yaml` - **示意图**:
二阶圆周倒立摆 V0 ## **三阶圆周倒立摆 V0** - **目标姿态**:
灰杆朝上、绿杆朝上、蓝杆朝上 - **环境配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\task_l3_v0.py` - **超参数配置**:`source\circular_cartpole\circular_cartpole\tasks\manager_based\circular_cartpole\agents\skrl_ppo_cfg_l3_v0.yaml` - **示意图**:
三阶圆周倒立摆 V0