arya-ebrahimi / reinforcement-learning-spring2023

This repository contains my solutions for homeworks and exercises of Reinforcement Learning course at the Ferdowsi University of Mashhad, Spring 2023

Reinforcement-Learning-Spring2023

This repository contains my projects and homework for the Reinforcement-Learning-Spring2023 course at the Ferdowsi University of Mashhad.

Table of Contents

• Assignment1: Chapter2 of Sutton and Barto, Multi-armed Bandits.
• Assignment2: Chapter3&4 of Sutton and Barto, MDP and Bellman equations, Dynamic Programming.
• Assignment3: Chapter8&9&13 of Sutton and Barto, MCTS, Function Approximation and Policy Gradients.
• Mini-Project1: Chapter4 of Sutton and Barto, Dynamic Programming, policy and value iterations.
• Mini-Project2: Chapter5&6 of Sutton and Barto, Monte Carlo and Temporal Difference control methods.