GitHub - codehax41/Reinforcement-Learning: This repository includes an implementation of reinforcement learning algorithms. The notebook provides a step-by-step guide on how to train and test reinforcement learning models on various environments.

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This repository includes an implementation of reinforcement learning algorithms. The notebook provides a step-by-step guide on how to train and test reinforcement learning models on various environments.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
Self Driving Car		Self Driving Car
Tic Tac Toe		Tic Tac Toe
1.MDP.ipynb		1.MDP.ipynb
10.Temporal Difference.ipynb		10.Temporal Difference.ipynb
11.SARSA.ipynb		11.SARSA.ipynb
12. DQN.ipynb		12. DQN.ipynb
13.Double Q Learning.ipynb		13.Double Q Learning.ipynb
14. Policy Gradient.ipynb		14. Policy Gradient.ipynb
15. Actor Critic.ipynb		15. Actor Critic.ipynb
16. A3C.ipynb		16. A3C.ipynb
17. Cartpole All Methods.ipynb		17. Cartpole All Methods.ipynb
18. Taxi Project.ipynb		18. Taxi Project.ipynb
2.HMM.ipynb		2.HMM.ipynb
3.Exploration and Exploitation.ipynb		3.Exploration and Exploitation.ipynb
4.Policy - Deterministic and Probabilistic(Stochastic).ipynb		4.Policy - Deterministic and Probabilistic(Stochastic).ipynb
5.Bellman Equation.ipynb		5.Bellman Equation.ipynb
6.Q learning.ipynb		6.Q learning.ipynb
7.Policy Iteration.ipynb		7.Policy Iteration.ipynb
8.Value Iteration.ipynb		8.Value Iteration.ipynb
9.Monte Carlo.ipynb		9.Monte Carlo.ipynb