kishorkukreja/SupplyChainReinforcement

Supply Chain Reinforcement Learning

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ichuniq/Data-Science

Courseworks in Data Science, Spring '20: including RL, Optimization, Deep Compression and more

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filesmuggler/sneaky_snakes

Snake game with RL

Language: Python - Size: 2.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

therealcyberlord/DQN-PacMan

PyTorch Implementation of DQN to play Atari games

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Tsilkow/Rainbow-DQN

Implementation of Rainbow DQN, a combination of recent improvements in DQN algorithms from paper by (Hessel 2017)

Language: Python - Size: 5.79 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

rvdweerd/simmodel

Solving pursuit-evasion problems on graphs using Reinfocement Learning and GNNs

Language: Python - Size: 364 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1

ChristoffelDoorman/network-rewiring-rl

Code for article "Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning" (LoG 2022)

Language: Python - Size: 24.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 2

AbhishekRS4/DRL_assignments

Deep Reinforcement Learning

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sonnhfit/deepair

PyTorch implementations of Deep reinforcement learning algorithms.

Language: Python - Size: 669 KB - Last synced at: 8 days ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

gxywy/pytorch-dqn

:beers: A simple implementation of dqn algorithm using pytorch

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EricLee8/CS489-ReinforcementLearning-Project

Project of Reinforcement Learning course

Language: Python - Size: 34.7 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 1

tinsir888/Competition_AAMAS2023 Fork of jidiai/Competition_AAMAS2023 📦

source code for AAMAS 2023 Imperfect-information Card Game Competition

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ggarrofe/RL_Tabular_Methods

Revisiting tabular and deep reinforcement learning methods.

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Dimweaker/FlappyDQN

Training AI agent to play flappy bird with DQN.

Language: Python - Size: 5.88 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

EliaFantini/Q-NIM-ai-learns-to-play-Nim-using-standard-and-deep-Q-Learning

Reinforcement Learning: Q-Learning and Deep Q-Learning to train artificial agents that can play the famous game of Nim.

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kartik2309/RLPack

Implementation of RL Algorithms with PyTorch.

Language: Python - Size: 9.66 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

RishabhMalviya/dqn_experiments

Experimenting with PyTorch DQNs on various environments

Language: Python - Size: 46.2 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

kaneda2004/ReinforcementLearningTextCompression

A rudimentary implementation of DQN RL for Text Compression

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bmaxdk/OpenAI-Gym-LunarLander-v2

Deep Q-Learning to solve OpenAI Gym's LunarLander environment.

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achraf-azize/2048-DQN

Training a double duel Q-learning agent to achieve the 2048 tile in the Puzzle Game 2048, within 3 hours constraint using google Colab GPU.

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KaleabTessera/DQN-Atari

Deep Q-Learning (DQN) implementation for Atari pong.

Language: Python - Size: 17.1 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 58 - Forks: 9

SalvatoreCognetta/DQN-NonMarkovian

Project for Reasoning Agent course, Rome University of Sapienza

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Kreyparion/Harvest-Competition-Agents

My solution to the Harvest Competition

Language: Python - Size: 154 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ShivankYadav/LunarLander-using-DQN

We apply DQN algorithm to make and artificial agent learn how to land space-craft on moon.

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mrdvince/reinforcement_learning 📦

A bunch of reinforcement learning implementations in PyTorch, will eventually include Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG) etc

Language: Python - Size: 191 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ShivankYadav/BananaPicker-Navigation

We train an agent to manuver in a 3-D environment avoiding blue bananas and picking yellow ones as fast as possible.

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ekorudiawan/DQN-robot-arm

Deep Q learning algorithm written on PyTorch for solving 2D robot arm reacher

Language: Python - Size: 947 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 2

yl-code-it/Q_Learning_RL_Robotic_Path_Planning_2D_Gridworld

Robot Manipulator Path Planning using Q-Learning – 2D Grid World Case Study

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rushhan/Generative-Adversarial-User-Model-for-Reinforcement-Learning-Based-Recommendation-System-Pytorch

Language: Python - Size: 1.36 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 15

niranjana1997/Nokia_Snake_Game_With_Reinforcement-Learning

This project is about implementing the reinforcement learning algorithm Deep Q-Learning on the Nokia's Snake Game to predict the actions. It makes use of the Python's Pygame and Pytorch libraries.

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nicoleorzan/emergent-communication

Studying emergent communication among agents in cooperative and competitive environments using Reinforcement Learning, game theory and replicator dynamics

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jiaxiang-cheng/PyTorch-PDQN-for-Digital-Twin-ACS

PyTorch implementation of RIC for conveyor systems with Deep Q-Networks (DQN) and Profit-Sharing (PS). Wang, T., Cheng, J., Yang, Y., Esposito, C., Snoussi, H., & Tao, F. (2020). Adaptive Optimization Method in Digital Twin Conveyor Systems via Range-Inspection Control. IEEE Transactions on Automation Science and Engineering.

Language: Python - Size: 8.07 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 2

UoA-CARES/mobile_robot_learning_testbed

Implementation of Reinforcement Learning Based Autonmous Control of a TurtleBot2 as a substitute for a Formula SAE Car

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Intelligent-Systems-Phystech/BasicDeepNets 📦

Basic neural nets, explained and implemented

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francescotorregrossa/deep-reinforcement-learning-nanodegree

Exercises and projects from Udacity's Nanodegree

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nsoojin/deep-reinforcement-learning

Deep Reinforcement Learning Nanodegree program

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dsinghnegi/atari_RL_agent

RL based agent for atari games

Language: Python - Size: 131 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

luizcartolano2/reinforcement-learning-dqn-cart-pole

Use PyTorch to train a Deep Q Learning (DQN) agent on the CartPole-v0 task from the OpenAI Gym.

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carlacodes/atchekegroup1lunarlanding

Repo hosting the NMA Deep Learning - Lunar Lander transfer learning project repository for Group 1, Atcheke Pod (transferlanders)

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allwinlucious/FlappyBird_DQN

AI learns to play Flappy Bird using Deep Q Learning

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Sardhendu/DeepRL

Deep Reinforcement Learning Projects

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jerrywn121/FlappyBird_Pytorch_DQN

Pytorch Implementation of DQN for Playing Flappy Bird

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pranshurastogi29/BTC_mining_fees_optimization_RL

In this project, I have tried to use DeepRL for optimizing the selection of transactions done by the miner to increase the fee when they execute a block on the chain

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YimingQiao/RL-Enduro

Deep Reinforcement Learning for for Atari Game

Language: Python - Size: 190 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

ken-power/DRLND_Navigation

Use Deep Reinforcement Learning to train an agent to navigate in a large, square world and collect bananas.

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wangzishuo2002/reinforcement_learning_tutorials

simple reinforcement learning simulation for DQN and DDPG

Language: Python - Size: 2.81 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

MoonOutCloudBack/Q-learning-demo

Naive reproductions of 1) Q-learning, 2) Sarsa, 3) DQN / DDQN

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mhyrzt/D2QN

Implementation of Double DQN with Pytorch

Language: Python - Size: 131 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

iamvigneshwars/cartpole-dqn-pytorch

AI Agent learn to sole the cart and pole environment in the OpenAI gym. The agent is built using deep-q-network to approximate the q-values of state-action pair.

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ArianeDlns/rl-practice

This repository contains practical session for the Reinforcement Learning course @CentraleSupélec

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foersterrobert/Space-Invaders-AI

Language: Python - Size: 12.5 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

DigZator/cartpole-v0-DQN

Solving the gym cartpole v0 problem

Language: Python - Size: 716 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

maxbundscherer/ml-game

Just another approach to do machine learning stuff on games.

Language: Python - Size: 902 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

smitkiri/deep_q_learning

Implementation of various Deep Q-Network (DQN) variants

Language: Python - Size: 855 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

nlddfn/Udacity_RL_P1_D3QN

Project 1: Train agent on UnityEnvironment (Banana App) using Double Dueling Q Network

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atahanyorganci/dqn

DQN model developed for Bilkent University CS 464 Term Project

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gowrijsuria/DeepQNetwork

Implementation of Deep Q Network in Pybullet

Language: Python - Size: 7.11 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

lovesaroha/Snake-Game-Training

Teaching AI to play snake game using (Pytorch, Pygame).

Language: Python - Size: 17.6 KB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

KiUngSong/RL

Repository of Various Test & Implementation of RL

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kirilllzaitsev/solving_maze_with_RL

Project aims at probing various RL strategies to solve the labyrinth environment

Language: Python - Size: 3.27 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

abdullahalzubaer/DQN-PyTorch

DQN implementation using PyTorch for CartPole-v0 environment.

Language: Python - Size: 209 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 1

elifons/DeepRL-Navigation

Implementation of a DQN agent

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wegfawefgawefg/wegs-drl-baselines

Minimum viable reinforcement learning algorithms for your educational convenience.

Language: Python - Size: 1.45 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

SandeepPadhi/AI_That_Plays_Snake

The project is a practical implementation of Deep QLearning built using pytorch and pygame.Here,the AI learns to play Snake..!!!

Language: Python - Size: 832 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

BPDanek/learning-reinforcement-learning

Learning DQN in OpenAI Gym with pytorch

Language: Python - Size: 75 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

USC-CSCI527-Spring2021/Doodle-Jump

Language: Python - Size: 5.3 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

sizzle0121/Deep-FlappyBird

Playing Flappy Bird based on Deep Q Network (DQN) and Dueling DQN

Language: Python - Size: 50.1 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

nkarasovd/HSE_Reinforcement_Learning

:robot: Materials and homework assignments for HSE reinforcement learning course

Language: Python - Size: 915 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

HiroForYou/Snake-PyTorch

Agent based on DQN to solve the problem of the snake and the food (Snake).

Language: Python - Size: 970 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

lyh983012/GymRL_Project

DQN algorithm validation with gym/Mario bro

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french-ai/reinforcement

Reinforcement learning modular with pytorch

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kyle-jarvis/drlnd-navigation

A development environment for building, experimenting with, comparing and evaluating Deep Reinforcement Learning Agents. Specifically includes solution to Navigation project of Udacity's Deep Reinforcement Learning Nanodegree.

Language: Python - Size: 12.2 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

moabitcoin/cherry-pytorch

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

Language: Python - Size: 356 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 1

jeffasante/chrome-dino-RL

Deep Q-Learning Network in pytorch.

Language: Python - Size: 5.24 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

MarcinPerka/FrozenLakeRL

Implementation of Reinforcement Learning temporal-differences methods in Frozen Lake environment.

Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

srikanthkb/Q-Learning-Agents

Implementing Deep Q Network and its improvement techniques using Pytorch

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atharva-tendle/rl-navigation

DQN agent which navigates an environment and collects bananas.

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nithiroj/DQN-Navigation

Deep Q-network reinforcement learning.

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zhuohann/NavigationDQN

Language: Jupyter Notebook - Size: 343 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0