/TD3-BipedalWalkerHardcore-v2

Solve BipedalWalkerHardcore-v2 with TD3

Primary LanguagePythonMIT LicenseMIT

Utilizing TD3 to solve BipedalWalkerHardcore-v2.

Some discussion can be found here
Vedio of all training process can be found here
Other RL algorithms by Pytorch can be found here.

Pytorch version.

Author: Jinghao Xin, SJTU,China

Simulation Result:
avatar


Dependencies

python=3.7.9 
pytorch=1.7.0 
numpy=1.18.5 
gym=0.17.3 
matplotlib=3.3.2 
box2d-py=2.3.8

How to use my code

Load trained model and render : just run 'python main.py'

Train your own model : Change 'render' and 'Loadmodel' in 'main.py' to False,and run 'python main.py'