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GitHub topics: temporal-difference-algorithms

moporgic/TDL2048

The Most Efficient Temporal Difference Learning Framework for 2048

Language: C++ - Size: 1.91 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 11 - Forks: 1

kkm24132/ReinforcementLearning

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

Language: Jupyter Notebook - Size: 7.55 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 7 - Forks: 3

ashutoshtiwari13/Demystifying-Deep-Reinforcement-Learning

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

Language: Jupyter Notebook - Size: 73.3 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

VEXLife/Accelerated-TD

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

Language: Python - Size: 1.66 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

arya-ebrahimi/rl-playground

tabular and deep rl algorithms

Language: Jupyter Notebook - Size: 64.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 4.84 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

katnoria/td-methods

Notebooks covering temporal difference methods using OpenAI Gym

Language: Jupyter Notebook - Size: 50.8 KB - Last synced at: 4 days ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

hmohebbi/MDP_TabularMethods

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

Language: Jupyter Notebook - Size: 331 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

batra98/Monte_Carlo-TD-Function_Approximation

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

Language: Jupyter Notebook - Size: 5.19 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

PieroMacaluso/reinforcement-learning-stuff

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

Language: Python - Size: 282 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JayLohokare/temporal-difference-implementation

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

Language: Jupyter Notebook - Size: 320 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0