The Most Efficient Temporal Difference Learning Framework for 2048

Focuses on Reinforcement Learning related concepts, use cases, and learning approaches

⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘

My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python

Use Monte-Carlo (MC) Methods and Temporal Difference (TD) Learning on couple of games and toy problems.

tabular and deep rl algorithms

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

The implementation of tabular solution methods in Reinformcement Learning, Sutton's book: Part I

Notebooks covering temporal difference methods using OpenAI Gym

Implementation of various temporal difference algorithms for OpenAI Cliff walking (Gridworld Cliff)

Just a bunch of exercises created during my thesis work working on Reinforcement Learning.