Reinforcement Learning

Here I have added my machine learning projects.

ANN TF Projects contains projects based on tensorflow and ANN on different datasets.
ANN KERAS Pojects KERAS based ANN projects.
Machine Learning from scratch contains many algorithms of machine learning I have implemented from scratch.

1.DQN

2.DDPG

Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Algorihms		Algorihms
CarRacing-v0Test		CarRacing-v0Test
MountainCar-v0Test/_img		MountainCar-v0Test/_img
PPO_Cleaned_Code		PPO_Cleaned_Code
Pendulum-v0Test		Pendulum-v0Test
exps/ppo_exp_1/bipedal_ppo		exps/ppo_exp_1/bipedal_ppo
extra		extra
1.0_Multi_Arm_Bandit.ipynb		1.0_Multi_Arm_Bandit.ipynb
2.1_Value_Iteration.ipynb		2.1_Value_Iteration.ipynb
2.2_Policy_Iteration-dev.ipynb		2.2_Policy_Iteration-dev.ipynb
3.0_DQN_Mountain_Car.ipynb		3.0_DQN_Mountain_Car.ipynb
4.0_DDPG_Pendulum-mod.ipynb		4.0_DDPG_Pendulum-mod.ipynb
4.0_DDPG_Pendulum.ipynb		4.0_DDPG_Pendulum.ipynb
5.1_PPO_Bipedal_Walker-mod.ipynb		5.1_PPO_Bipedal_Walker-mod.ipynb
5.1_PPO_Bipedal_Walker-revised-clr.ipynb		5.1_PPO_Bipedal_Walker-revised-clr.ipynb
5.1_PPO_Bipedal_Walker-revised-clr.pdf		5.1_PPO_Bipedal_Walker-revised-clr.pdf
5.1_PPO_Bipedal_Walker-revised.ipynb		5.1_PPO_Bipedal_Walker-revised.ipynb
5.1_PPO_Bipedal_Walker-revised.py		5.1_PPO_Bipedal_Walker-revised.py
5.1_PPO_Bipedal_Walker.ipynb		5.1_PPO_Bipedal_Walker.ipynb
5.2_PPO_Lunar_Lander.ipynb		5.2_PPO_Lunar_Lander.ipynb
5.3_PPO_Car_Racing.ipynb		5.3_PPO_Car_Racing.ipynb
5.3_PPO_Car_Racing_mod.ipynb		5.3_PPO_Car_Racing_mod.ipynb
DQN_MC.png		DQN_MC.png
README.md		README.md
_DQN_MC.png		_DQN_MC.png
mc_weights.h5		mc_weights.h5
net_wts		net_wts

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