CarRacing-v0

Here we have an assignment in course: Reinforcement Learning, where we have been experimented with three major algorithms, so as to solve Car_Racing_v0 problem from Gym.AI environment. Note that Car_Racing_v0 belongs to Box2D family of popular RL problems.
You can check for detailed information about these three RL algorithms here Report, where we analyzed them each one seperately. Also, it includes information about our experiments and setup and conclusions of them.
In folder GIFs you can select whichever RL algorithm you prefer in order to observe all evaluation performance's videos (which we convert them to GIFs), that we managed to make with different number of timesteps.

Deep Q-Network (DQN)

Name		Name	Last commit message	Last commit date
Latest commit History 123 Commits
GIFs		GIFs
A2C.ipynb		A2C.ipynb
DQN.ipynb		DQN.ipynb
PPO.ipynb		PPO.ipynb
Presentation.pdf		Presentation.pdf
README.md		README.md
Report.pdf		Report.pdf
car_racing.py		car_racing.py