1星环境:简单的弹跳和接球游戏:https://github.com/shivaverma/Orbit gif地址:https://github.com/thunder95/PARL/blob/master/assign_1/1.gif 2星环境:GYM环境 Box2D (需要安装 box2d-py):https://gym.openai.com/envs/#box2d PyGame游戏环境(含Flappy Bird):https://github.com/ntasfi/PyGame-Learning-Environment gif地址:https://github.com/thunder95/PARL/blob/master/assign_2/bird.gif https://github.com/thunder95/PARL/blob/master/assign_2/catcher.gif 3星环境:GYM环境 Robotics (需要安装 mujoco_py和试用许可证书):https://gym.openai.com/envs/#robotics 股票预测环境:https://github.com/kh-kim/stock_market_reinforcement_learning RLSchool四轴飞行器的 速度控制任务 "velocity_control":https://github.com/PaddlePaddle/RLSchool/tree/master/rlschool/quadrotor 训练了股票,但是效果并不太好 gif地址:https://github.com/thunder95/PARL/blob/master/assign_3/stock_1.gif 4星环境:RLBench任务环境(使用机械臂完成某一项任务):https://github.com/stepjam/RLBench 已经安装好相关环境,也能够训练了,但是就是不能出图。 gif地址:https://github.com/thunder95/PARL/blob/master/assign_4/RLBench/records/144000/video_3.gif 5星环境:交通信号灯控制:https://github.com/Ujwal2910/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision sumo已经安装成功,但是sumo-gui始终不能运行,尚不明白具体原因 学习td3论文的心得: https://aistudio.baidu.com/aistudio/projectdetail/635996