OpenAi-Gym-CartPole-Acrobot-Solutions/policy_grad.py/ Jump to Cannot retrieve contributors at this time executable file139 lines (113 sloc)3.82 KB RawBlame importgym gym.logger.set_level(40) importnumpyasnp importmatplotlib.pyplotasplt defmain(): ...
The Gym API's API models environments as simple Pythonenvclasses. Creating environment instances and interacting with them is very simple- here's an example using the "CartPole-v1" environment: importgymenv=gym.make("CartPole-v1")observation,info=env.reset(seed=42)for_inrange(1000):action=en...
importgymenv=gym.make('CartPole-v0')env.reset()env.render() MuJoCo MuJoCois a physics engine which can do very detailed efficient simulations with contacts. It's not open-source, so you'll have to follow the instructions inmujoco-pyto set it up. You'll have to also runpip install -...
Cartpole: A pole is attached by an un-actuated joint to a cart, which moves along a frictionless track. The pendulum starts upright, and the goal is to prevent it from falling over by increasing and reducing the cart's velocity.(https://github.com/openai/gym/wiki/CartPole-v0) Pong: In...
importgym3env=gym3.vectorize_gym(num=2,render_mode="human",env_kwargs={"id":"CartPole-v0"})step=0whileTrue:env.act(gym3.types_np.sample(env.ac_space,bshape=(env.num,)))rew,obs,first=env.observe()print(f"step{step}reward{rew}first{first}")step+=1 ...
A toolkit for developing and comparing reinforcement learning algorithms. - CartPole v0 · openai/gym Wiki
git clone https://github.com/openai/gym.gitcdgym pip install -e. If you prefer, you can do a minimal install of the packaged version directly from PyPI: pip install gym You'll be able to run a few environments right away: algorithmic ...
[Adrien Kegreisz] (https://github.com/Adrienkgz) 0 ( pre-trained q-network / Infinite Cartpole ) writeup iRyanBell 2 writeup Adam 3 (36) writeup Daniel Sallander 4 writeup Kapil Chauhan 4 writeup Ritika Kapoor 7 (use genetic algorithm) writeup Ben Harris 12 writeup video ...
Gym environments solved: Classic Control Control theory problems from the classic RL literature. CartPole-v1 A pole is attached by an un-actuated joint to a cart, which moves along a frictionless track. The pendulum starts upright, and the goal is to prevent it from falling over by increasing...
python anaconda jupyter-notebook openai-gym Anw*_*Roy 2022 03-26 1推荐指数 1解决办法 3211查看次数 使用DQN 增加 Cartpole-v0 损失 嗨,我正在尝试训练 DQN 来解决健身房的 Cartpole 问题。出于某种原因,损失看起来像这样(橙色线)。你们都可以看看我的代码并帮助解决这个问题吗?我已经对超参数进行了相当...