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1. Robot_in_a_grid Robot_in_a_grid Public

   Policy evaluation, policy iteration, value iteration, MC ε-greedy, MC exploring starts

   Python 1

2. Multi-Armed-Bandit Multi-Armed-Bandit Public

   Python

3. Predictive-Learning Predictive-Learning Public

   Marginal distributions' estimation from noisy data. Tree-structured Ising model.

   MATLAB

4. Stock-Trading-Reinforcement_Learning Stock-Trading-Reinforcement_Learning Public

   Q-Learning for stock trading, linear approximation of Q function

   Python

5. Stock_Price_Prediction Stock_Price_Prediction Public

   LSTM

   Python

6. Structure-Learning Structure-Learning Public

   Learning Tree-Structured Graphical Model: Chow-Liu algorithm with noisy input data.

   MATLAB