Topic: "temporal-differencing-learning"
mpatacchiola/dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Language: Python - Size: 28.1 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 621 - Forks: 180
Madhu009/Deep-math-machine-learning.ai
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
Language: Jupyter Notebook - Size: 44.5 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 195 - Forks: 174
Scitator/rl-course-experiments
Language: Jupyter Notebook - Size: 2 MB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 77 - Forks: 23
callmespring/RL-short-course
Reinforcement Learning Short Course
Language: Jupyter Notebook - Size: 138 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 76 - Forks: 19
BardOfCodes/DRL_in_CV
A course on Deep Reinforcement Learning in Computer Vision. Visit Website:
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BY571/Munchausen-RL
PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN
Language: Jupyter Notebook - Size: 6.56 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 37 - Forks: 3
agrawal-rohit/tic-tac-toe-ai-bots
AI bots playing Tic Tac Toe
Language: Python - Size: 43.9 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 56
dellalibera/gym-backgammon
Backgammon OpenAI Gym
Language: Python - Size: 5.67 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 31 - Forks: 11
mvrahden/reinforce-js
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
Language: TypeScript - Size: 169 KB - Last synced at: 17 days ago - Pushed at: over 7 years ago - Stars: 31 - Forks: 7
dellalibera/td-gammon
TD-Gammon implementation
Language: Python - Size: 1.06 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 25 - Forks: 8
tirthajyoti/RL_basics
Basic Reinforcement Learning algorithms
Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 18 - Forks: 13
moporgic/TDL2048-Demo
Temporal Difference Learning for the Game of 2048 (Demo)
Language: Python - Size: 160 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 6
RicardoDominguez/RL-Intro
Introduction to Reinforcement Learning in Python
Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 12 - Forks: 4
shuvoxcd01/GridMind
A library of reinforcement learning (RL) algorithms.
Language: Python - Size: 394 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 8 - Forks: 1
Quentin18/gymnasium-2048
Gymnasium environment for the game 2048
Language: Python - Size: 2.47 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 8 - Forks: 2
shehio/ReinforcementLearning
Reinforcement Learning algorithms with nothing abstracted away
Language: Python - Size: 788 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 1
Elktrn/Reinforcement_Learning_solving_a_simple_4_4_Gridworld_using_SARSA-in-python
solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using SARSA Temporal difference method Reinforcement Learning
Language: Jupyter Notebook - Size: 245 KB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0
pouyan-asg/path-planning-with-RL-algorithms
Path Planning with Reinforcement Learning algorithms in an unknown environment
Language: Python - Size: 4.76 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0
Vansh404/PathPlanning_withRL
Using Q-Learning Control for path planning of mobile agents in an enviroment.
Language: Python - Size: 137 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 0
matakshay/DeepRL-for-Delayed-Rewards
Deep RL for Temporal Credit Assignment in decision processes with delayed rewards
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JHurricane96/chessai
A self-learning chess artificial intelligence
Language: Python - Size: 12.7 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 2
Suchetaaa/CS747-Assignments
Foundations Of Intelligent Learning Agents (FILA) Assignments
Language: Python - Size: 3.04 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 5 - Forks: 0
krm58/Reinforcement-Learning-Models
Various computational models for reinforcement learning
Language: Matlab - Size: 11.7 KB - Last synced at: 4 months ago - Pushed at: about 8 years ago - Stars: 5 - Forks: 1
shaheennabi/Reinforcement-or-Deep-Reinforcement-Learning-Practices-and-Mini-Projects
Reinforcement Learning (RL)! This repository is your hands-on guide to implementing RL algorithms, from Markov Decision Processes (MDPs) to advanced methods like PPO and DDPG. Build smart agents, learn the math behind policies, and experiment with real-world applications!
Size: 78.1 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 4 - Forks: 0
RPegoud/Temporal-Difference-learning
Implementation of Temporal Difference Learning algorithms, experiment featured in Towards Data Science
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Elktrn/Reinforcement-Learning-solving-a-simple-4-4-Gridworld-using-TD0-evaluation-method-in-python
solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using Temporal difference method Reinforcement Learning
Language: Jupyter Notebook - Size: 55.7 KB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0
rhalbersma/doctrina
Exercises in reinforcement learning
Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0
francescotorregrossa/deep-reinforcement-learning-nanodegree
Exercises and projects from Udacity's Nanodegree
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ricky-ma/DecentralizedRL
Decentralized temporal-difference reinforcement learning over randomly reshuffled topology
Language: Python - Size: 32.2 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 1
Sushant-ctrl/RL-IMPLEMENTATIONS
This repository has all the codes and sources of various RL algorithms that I have implemented.
Language: Python - Size: 3.03 MB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0
CoeusMaze/Adaptive-Temporal-Difference-Learning
Implemented AdaTD and compared it with other optimization methods in temporal difference learning.
Language: Python - Size: 50.8 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0
Prakhar-FF13/Reinforcement-Learning-With-Python
Reinforcement Learning Notebooks
Language: Python - Size: 115 KB - Last synced at: 8 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 1
tnmichael309/2048AI
My RL Project (2048 World Record + IEEE TCIAIG Journal Source Code)
Language: C++ - Size: 26.4 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 0
HelmchenLabSoftware/td_dendrites
Code to simulate the computational model for the manuscript 'Error representations in apical dendrites of neocortical layer 5 neurons during learning'
Language: Python - Size: 632 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0
social-ai-uoft/ad-paper
[NeurIPS 2024] Temporal-Difference Learning Using Distributed Error Signals
Language: Python - Size: 713 KB - Last synced at: 8 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
VEXLife/Accelerated-TD
My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python
Language: Python - Size: 1.66 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
imimali/reinforcement-learning-specialization
Reinforcement Learning Specialization courses solutions
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imimali/blackjack
Well I'm gonna build my own theme park
Language: Python - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1
worenga/nine-mens-morris-challenge
Einreichung für die it-talents.de/Adesso Code-Competition Oktober 2017 ("Kampf gegen Mühlen"). Eine ES6-Webapplikation auf Basis von vue.js, fabric.js und synaptic für das Spiel Mühle im Browser. Es stehen unterschiedlich starke AI mit diversen Charakteristika zur Verfuegung. Das Spiel und AI laufen komplett im Browser als WebWorker.
Language: JavaScript - Size: 2.32 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0
arielfayol37/Easy21
Applying reinforcement learning methods to a simple card game.
Language: Python - Size: 2.25 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
Mileristovski/AI-ReinforcementLearning
Un projet d'apprentissage par renforcement testant divers algorithmes RL, notamment la Programmation Dynamique, Monte Carlo et l'Apprentissage par Différence Temporelle, sur plusieurs environnements comme Grid World, Monty Hall et Pierre-Papier-Ciseaux. 🚀
Language: Rust - Size: 1.38 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0
aadimator/drl-nd
My solution notebooks for the Deep Reinforcement Learning Nanodegree by Udacity
Language: Jupyter Notebook - Size: 33.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 2
ahmed-k-aly/pacman-contest Fork of ngacho/pacman-contest
Pacman AI contest for COSC-241
Language: Python - Size: 7.36 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0
AestheticVoyager/Temporal-Difference-Learning
TD-Gammon is a computer backgammon program developed in 1992 by Gerald Tesauro at IBM's Thomas J. Watson Research Center. Its name comes from the fact that it is an artificial neural net trained by a form of temporal-difference learning, specifically TD-lambda.
Language: Python - Size: 79.1 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
John-CYHui/Reinforcement-Learning-Cliff-Walking
This repo contains python implementation to the cliff walking problem from RL Introduction by Sutton & Barto Example 6.6.
Language: Python - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
NagaChiang/Fib2584-AI Fork of oxguy3/2584
An AI plays Fib2584, a variation of the well-known game 2048, with temporal difference learning.
Language: JavaScript - Size: 2.78 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0
EdanToledo/Easy21RL
Attempt at the UCL 2015 David Silver Reinforcement Learning Course Assignment
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tybens/rl-easy21
Reinforcement Learning as applied to a simplified blackjack game: Easy21
Language: Python - Size: 418 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0
purvasingh96/Deep-Reinforcement-Learning
Various reinforcement learning algorithms implemented using Python. This repo also contains a DQN approach to solve credit-card anomaly detection use-case.
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muffintoad/game-of-ur-reinforcement-learning
Solving The Royal Game of Ur using Reinforcement Learning - Monte Carlo, TD Methods, Dynamic Programming, DQN
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MrGeislinger/UdacityMLND_RL-MiniProject_TemporalDifference
Temporal difference mini project from the reinforcement learning section of Udacity's Machine Learning Nanodegree (MLND). This mini project wasn't required to be turned in; used as a teaching tool.
Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0
chetweger/min-max-games
Watch the AI learn to play Meta-Tic-Tac-Toe:
Language: JavaScript - Size: 2.97 MB - Last synced at: over 1 year ago - Pushed at: over 11 years ago - Stars: 1 - Forks: 0
rileybroberts/Gino
Gino, The Temporal Difference Q Learning Gin Agent!
Language: Python - Size: 520 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
di0nion/Tic-Tac-Toe
# Tic-Tac-Toe
soufianeayache/all-rl-algorithms
Implementation of all RL algorithms in a simpler way
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mshuqair/Reinforcement-Learning-Grid-World
Implementation of some Reinforcement Learning methods for grid world in Python
Language: Python - Size: 210 KB - Last synced at: 28 days ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
mhizterpaul/taxi-route-optimization
Language: Jupyter Notebook - Size: 2.9 MB - Last synced at: 8 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
swarup3204/RL_2024_Assignments
RL Assignments , IIT KGP Autumn 2024
Language: Python - Size: 264 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
Triadziuch/2048-AI-Temporal-Difference
Temporal Difference Learning AI to play 2048
Language: C++ - Size: 7.82 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
sColin16/Tic-Tac-Toe-Learning
Play Tic-Tac-Toe against a reinforcement learning agent that just learned to play through temporal difference learning
Language: Python - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
safffrron/Analysis-of-Deep-Reinforcement-Learning
Theories and code related to Deep learning topics involved in Reinforcement learning
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fionalutaj/Year4_ReinforcementLearning
This repo contains the code used in the two Reinforcement Learning assignments offered by the Department of Computing at Imperial College. Each folder contains the individual spec file along with the code solution.
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arya-ebrahimi/rl-playground
tabular and deep rl algorithms
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hritikb/Reinforcement-Learning-Algorithms
Language: Jupyter Notebook - Size: 1.02 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
JVP15/td-gammon Fork of dellalibera/td-gammon
TD-Gammon implementation
Language: Python - Size: 1.27 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
Kasaderos/reinforce
RL algorithms
Language: Python - Size: 6.84 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
alliajagbe/temporaldiff-vs-monte
Visualization of some reinforcement learning algorithms (sarsa, qlearning, monte carlo)
Language: Jupyter Notebook - Size: 54.7 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
saschaschramm/tiny-chatgpt
Researching the reinforcement learning algorithm of ChatGPT
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ArianQazvini/Ai-Reinforcement_Learning
Language: Python - Size: 344 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
AlinaBaber/OpenAIGymGames-GameAgent-TemporalDiffereceLearning--ReinforcemtLearning
Language: Python - Size: 6.84 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
RadiumLZhang/Reinforcement-Learning-with-Flappy-Bird
Automating flappy bird using reinforcement learning.
Language: Python - Size: 11.3 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
pilarski/FrostHollowVR
Virtual reality (VR) environment for studying human-agent decision making.
Language: C# - Size: 104 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
n1ghtf4l1/improved-lamp
Implemented an Agent using Temporal Difference Learning to play TicTacToe
Language: Jupyter Notebook - Size: 35.2 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
Kapi2910/CartPoleGym
This is my implementation of Q-Learning on a cart-pole system using OpenAI Gym
Language: Python - Size: 312 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
e-candeloro/Reinforcement-Learning-Maze-Solver
A Python script that executes a RL algorithm (Temporal Difference/Q-Learning) that trains an agent inside a labyrinth to find the exit with the least number of steps possible
Language: Python - Size: 247 KB - Last synced at: 5 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
ayushnoori/rl-simulation
Simulating epsilon-greedy and temporal difference reinforcement learning algorithms.
Language: R - Size: 609 KB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
JeffreyTsa1/rl_task
Trained an artificial intelligence agent using reinforcement learning to play a simple version of the game "Snake". Implemented a Temporal Difference version of the Q-learning Algorithm. Completed for school.
Language: Python - Size: 26.4 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
mew-two-github/CS6700-Project
Implementation of REINFORCE for open ai env acrobot, epsilon greedy Q-Learning for open ai env taxi & TD(0) for custom gameshow env KBC.
Language: Python - Size: 56.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
ThaiDat/Temporal-Difference-Learning-to-Play-2048-Pascal-Version
A simple reinforcement learning AI to play 2048 games
Language: Pascal - Size: 19.5 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
DavideDeVita/Adaptive-PacMan
This directory, contains the source code of the Adaptive PacMan i designed for my Master's degree dissertation. [Videoclip Inside]
Language: Java - Size: 19.8 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
skypitcher/hats
Hyper-accelerated tree search (HATS) algorithm for solving integer least-squares problems in large-scale systems.
Language: Python - Size: 13.4 MB - Last synced at: 8 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
melodiCyb/MSc
MSc Course Projects
Language: Python - Size: 23.7 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 1
harshsiloiya98/CS747-Assignments
Assignments for CS747 - Foundations of Intelligent and Learning Agents
Language: Python - Size: 692 KB - Last synced at: 8 months ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
0cherry/Reinforcement_Learning
Language: Python - Size: 4.42 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
lephamtuyen/RL_lecture
Lecture for AgileSoda
Language: Jupyter Notebook - Size: 81 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0
JayLohokare/taxi-v2
Implementation for OpenAI taxi-v2 (Using temporal-difference methods)
Language: Python - Size: 9.77 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 1
adajed/rl2048
Reinforcement Learning agent for 2048 game
Language: C++ - Size: 30.3 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0
hurshprasad/RL-easy21
Language: Python - Size: 79.1 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0
