MorvanZhou/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Language: Python - Size: 428 KB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 9,143 - Forks: 5,029

NeymarL/Pacman-RL

Implement some reinforcement learning algorithms, test and visualize on Pacman.

Language: Python - Size: 7.26 MB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 27 - Forks: 2

chen0040/java-reinforcement-learning

Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic

Language: Java - Size: 154 KB - Last synced at: 17 days ago - Pushed at: almost 6 years ago - Stars: 126 - Forks: 41

timbmg/easy21-rl

Easy21 assignment from David Silver's RL Course at UCL

Language: Python - Size: 1.57 MB - Last synced at: 13 days ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 4

Pegah-Ardehkhani/Shortest-Path-using-Reinforcement-Learning

Solve the shortest path problem using Reinforcement Learning. This project applies RL techniques, such as Q-learning and SARSA(λ), to find optimal routes in a weighted graph, where the algorithm learns to navigate by receiving rewards based on edge distances.

Language: Jupyter Notebook - Size: 215 KB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 0

moripiri/Reinforcement-Learning-on-FrozenLake

Reinforcement Learning Algorithms in FrozenLake-v1

Language: Jupyter Notebook - Size: 19.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 22 - Forks: 2

leolellisr/poke_RL

Code repository with classical reinforcement learning and deep reinforcement learning methods for Pokémon battles in Pokémon Showdown.

Language: Jupyter Notebook - Size: 39.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 10 - Forks: 2

arielfayol37/Easy21

Applying reinforcement learning methods to a simple card game.

Language: Python - Size: 2.24 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

wothmag07/ReinforceMe

A Python-based repository with implementations of RL algorithms, featuring visualization tools and benchmarks

Language: Python - Size: 8.79 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

wangz10/Reinformcement-Learning

Assignments and practices from various RL cources

Language: Jupyter Notebook - Size: 2.31 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

Hysperr/gridworld

Given infinite possibilities, an AI agent learns the optimal path towards its goal from any starting point while avoiding obstacles.

Language: Java - Size: 631 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

Hysperr/gridworld-v2

An agent learns the optimal path towards its goal from any starting point while avoiding obstacles.

Language: C# - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

PranavNyati/Reinforcement_Learning_Term_Project

This repository contains the codes for Term Projects as part of the Reinforcement Learning course (CS600077) that I am taking in the Autumn 2023 semester at IIT Kharagpur

Language: Python - Size: 55.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

nilskruse/mdp

Markov decision process master thesis

Language: Rust - Size: 180 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

MaviVestini/RL_HW2

Second homework for the Reinforcement Learning course

Language: Python - Size: 332 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hvishal512/CS6700-Reinforcement-Learning

Artificial Intelligence series

Language: Jupyter Notebook - Size: 5.04 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 4

DavidMouse1118/Reinforcement-Learning-Maze-World

SARSA, Q-Learning, Expected SARSA, SARSA(λ) and Double Q-learning Implementation and Analysis

Language: Python - Size: 12 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 22 - Forks: 7

Sudhansh6/Intelligent-Learning-Agents

A repository covering a range of topics from multi-arm bandits to reinforcement learning algorithms. Check out different applications of bandits, MDPs and RL algorithms along with theoretical aspects.

Language: Python - Size: 937 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

valinsogna/ReinForceMate

Advanced RL algorithms for two simplified versions of chess. Shortest Path finds the minimal moves between two cells based on piece capabilities. Capture Pieces trains against random opponents aiming for maximal captures in set moves. Features Deep Q-Learning, Policy Iteration, TD and more.

Language: Jupyter Notebook - Size: 6.61 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

pagrim/FrozenLake

Q-learning agent to solve the frozen lake problem from the OpenAI gym

Language: Python - Size: 464 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 1

amitnavindgi/dialog-system

A dummy dialog dialog system implementing traditional Reinforcement Learning algorithms like Q-Leaning and SARSA

Language: Python - Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

imraviagrawal/Reinforcement-Learning-Implementation

Implementation of Reinforcement Algorithms from scratch

Language: Python - Size: 23.1 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 9 - Forks: 3

weiyx16/RL_Toy_Example

Deep RL toy example based on gym package with several methods

Language: Python - Size: 1.03 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

arunppsg/Bicycle-riding-using-reinforcement-learning

Implemented Learning to Drive a bicycle using reinforcement learning and shaping.

Language: Python - Size: 18.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

RicardoDominguez/RL-Intro

Introduction to Reinforcement Learning in Python

Language: Python - Size: 21.5 KB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 4

giulio-derasmo/Reinforcement-Learning-Projects

Repository of Reinforcement Learning projects done during the course @Sapienza

Language: Python - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

klima7/Reversi-RL

Reversi game with multiple reinforcement learning algorithms.

Language: Python - Size: 191 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

leofansq/Reinforcement_Learning_Curling

基于强化学习(RL)的冰壶游戏实例; 梯度下降的Sarsa(lambda) + 非均匀径向基特征表示

Language: Python - Size: 711 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 1

wikke/Reinforcement_Learning

Series of Reinforcement Learning: Q-Learning, Sarsa, SarsaLambda, Deep Q Learning(DQN)；一些列强化学习算法，玩OpenAI-gym游戏

Language: Python - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 2

DigZator/Gym-SnakeAI

This is a solution for the Snake AI Environment using Tabular methods

Language: Python - Size: 2.83 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

wangjinjie722/KDD2019-GeneticAlgorithm

Language: Jupyter Notebook - Size: 9.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

cpiemontese/easy21

My solution for the "Easy21" assignment of the "UCL Course on RL"

Language: Python - Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

rameshjes/RobotLearning

Language: Jupyter Notebook - Size: 6.54 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1