My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python
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Updated
Jan 25, 2024 - Python
My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python
tabular and deep rl algorithms
The Most Efficient Temporal Difference Learning Framework for 2048
This repository contains my solutions for homeworks and exercises of Reinforcement Learning course at the Ferdowsi University of Mashhad, Spring 2023
Just a bunch of exercises created during my thesis work working on Reinforcement Learning.
Focuses on Reinforcement Learning related concepts, use cases, and learning approaches
The implementation of tabular solution methods in Reinformcement Learning, Sutton's book: Part I
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
Use Monte-Carlo (MC) Methods and Temporal Difference (TD) Learning on couple of games and toy problems.
Notebooks covering temporal difference methods using OpenAI Gym
Implementation of various temporal difference algorithms for OpenAI Cliff walking (Gridworld Cliff)
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