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1. Custom-GridWorld-RL-environments Custom-GridWorld-RL-environments Public

   Custom GridWorld environment problem solving using Q-Learning Epsilon-greedy approach.

   Python

2. multi-arm-bandit multi-arm-bandit Public

   Solution to basic multi-arm bandit problem using action-value functions and epsilon-greedy approach

3. CartPole-Double-QL CartPole-Double-QL Public

   Solving the OpenAI gym's CartPole environment using the Double Q Learning approach.

   Python

4. CartPole-SARSA CartPole-SARSA Public

   In this repository, we'll be looking at the code presenting the algorithm named SARSA by solving the CartPole-v1 environment of OpenAI Gym

   Python

5. Off-Policy-MCC Off-Policy-MCC Public

   Successor of the previous post about the Monte Carlo Control by playing the game of BlackJack from the ToyText environments from the OpenAI Gym. In this post we will be changing our approach to a O…

   Python

6. Policy-Evaluation Policy-Evaluation Public

   Hardcoding the policy evaluation approach to our custom hardcoded RL GirdWorld game environment

   Python