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Search results for python dqn

430 search results found

Dqn_pytorch ⭐ 86

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

Networkattacksimulator ⭐ 86

A environment for testing AI agents against a simulated Network.

Openaigym ⭐ 86

Solving OpenAI Gym problems.

Tiny Dqn ⭐ 78

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

Deep Learning Tensorflow Book Code ⭐ 78

[『텐서플로로 배우는 딥러닝』, 솔라리스, 영진닷컴, 2018] 도서의 소스코드입니다.

Reinforcement Learning implementations and research prototyping in TensorFlow

Pytorch Distributed ⭐ 74

Ape-X DQN & DDPG with pytorch & tensorboard

Learning Tensorflow ⭐ 73

Using tensorflow to implement different deep learning model

Deep Reinforcement Learning Practice ⭐ 73

Practice of Deep Reinforcement Learning with Keras and gym.

PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and continuous action spaces.

Mario Rl Tutorial ⭐ 70

Reinforcement Learning Tutorial on Super Mario

Explorer ⭐ 68

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Deep_rl_zoo ⭐ 65

A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

Spatial Intention Maps ⭐ 65

Learning multi-agent robotic mobile manipulation with deep reinforcement learning

Policy based Active Learning with DQN

Sarl_star ⭐ 62

SARL*: Deep RL based human-aware navigation for mobile robot in crowded indoor environments implemented in ROS.

Dqn_flappy_bird ⭐ 58

Dqn_ddqn_dueling_and_ddpg_tensorflow ⭐ 57

Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

Reinforcepy ⭐ 54

Collection of reinforcement learners implemented in python. Mainly including DQN and its variants

A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)

Tensorflow_advanced_tutorials ⭐ 52

Tensorflow의 고급스러운 사용을 위한 튜토리얼 입니다.

Tetrisrl ⭐ 52

A Tetris environment to train machine learning agents

Fruit Api ⭐ 50

A Universal Deep Reinforcement Learning Framework

Keras Dqn Doom ⭐ 49

Keras implementation of DQN on ViZDoom environment

Reinforcementlearning ⭐ 48

Reinforcing Your Learning of Reinforcement Learning

Rl Experiments ⭐ 47

High-quality implementations of deep reinforcement learning algorithms for experiments

Qiita投稿用に作成したAgent57(強化学習)の実装コードです。

Gym Traffic ⭐ 46

OpenAI Gym Environment for Traffic Control

Super Mario Rl ⭐ 46

🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

Ml In Tf ⭐ 45

Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!

RainBow, Tensorflow

Dqn Atari ⭐ 44

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

Ai_supermario ⭐ 42

강화학습을 이용한 슈퍼마리오 만들기 튜토리얼 입니다.

Pytorch Learn Reinforcement Learning ⭐ 42

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

Minimal Isaac Gym ⭐ 42

A Minimal Example of Isaac Gym with DQN and PPO.

Code for paper "Episodic Memory Deep Q-Networks" (https://arxiv.org/abs/1805.07603), IJCAI 2018

Drl Agents ⭐ 41

research and implementations of Deep RL agents and their applications

Intelligent_traffic_lights ⭐ 41

Traffic Lights Control with Deep Learning

Deep Reinforcement Learning With Double Q Learning ⭐ 41

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

Backpropthroughthevoidrl ⭐ 38

RL Experiments from our paper "Backpropagation Through the Void": https://arxiv.org/abs/1711.00123. Lovingly forked from OpenAI's RL Baseline repo.

Dqn Obstacle Avoidance ⭐ 38

Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network

QuaRL is an open-source framework for systematically studying the effect of applying quantization to reinforcement learning algorithms.

Prioritized_experience_replay ⭐ 36

Prioritized Experience Replay implementation with proportional prioritization

Reinforcement Learning Pytorch Cartpole ⭐ 36

Simple Cartpole example writed with pytorch.

Left Shift ⭐ 35

Using deep reinforcement learning to tackle the game 2048.

Pongreinforcementlearning ⭐ 35

Deep DQN Based Reinforcement Learning for simple Pong PyGame

Alphazero_gomoku Tensorflow ⭐ 35

Generative Adversarial User Model For Reinforcement Learning Based Recommendation System Pytorch ⭐ 34

Deep_q_learning ⭐ 34

A collection of experiments in reinforcement learning. For now, consists only of Deep Q Learning, but willl eventually contain others.

Distributional_perspective_on_rl ⭐ 34

Implementation of A Distributional Perspective on Reinforcement Learning

Training Neural Networks For Event Based End To End Robot Control ⭐ 33

TUM Master’s thesis: Steering a robot with an event-based vision sensor in a lane-keeping task using methods such as Deep Reinforcement Learning or Spiking Neural Networks.

Gym Nes Mario Bros ⭐ 33

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

Exploration Strategies for Deep Reinforcement Learning

Breakout Deep Q Network ⭐ 33

tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout

Ddqn With Pytorch For Openai Gym ⭐ 32

Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.

Deep Q Networks ⭐ 32

Implementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym

Deeprl Baselines ⭐ 31

Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning

Machine Learning ⭐ 31

The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.

Duel_ddqn ⭐ 31

Duel_DDQN (Dueling Network Architectures + Double DQN) using Keras

Pytorch Rl Cpp ⭐ 31

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

Dqn Using Pytorch And Ml Agents ⭐ 31

A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment

Apex_dqn_pytorch ⭐ 31

Ape-x DQN implementation on Pikachu Volleyball

Model Free Episodic Control ⭐ 31

This is the implementation of paper Model Free Episodic Control

TensorFlow & Keras implementation of DQN with HER (Hindsight Experience Replay)

Memory Rl ⭐ 30

When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)

2048_env ⭐ 29

2048 environment for Reinforcement Learning and DQN algorithm

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

Connect4 ⭐ 29

Solving board games like Connect4 using Deep Reinforcement Learning

Deep Q Atari ⭐ 29

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

Rl Deepqlearning Trading ⭐ 29

An RL model that uses double deep Q learning to generate an optimal policy of stock market trades

PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)

☔ Deep RL agents with PyTorch☔

Amazing Brick Dfs And Drl ⭐ 28

用深度优先搜索 DFS 与深度强化学习 DRL 分别自动控制 amazing brick 小游戏

Double Dqn ⭐ 27

Chainer implementation of Double Deep Q-Network (Double DQN)

Reinforcement_learning_with_pytorch ⭐ 27

Implement some algorithms of RL

F1tenth Rl ⭐ 27

Dqn with lidar data on f1tenth real car or f1tenth simulator

NES environment for openai gym

Osori Selfdrivingwithgta5 ⭐ 26

GTA5를 이용해 자율주행 자동차를 학습 시키는 프로젝트

Dqn Ddqn On Space Invaders ⭐ 26

Implementation of Double Deep Q Networks and Dueling Q Networks using Keras on Space Invaders using OpenAI Gym. Code can be easily generalized to other Atari games.

Reinforcement_learning_with_tensorflow ⭐ 25

Minimal implementations of reinforcement learning algorithms by Tensorflow

国内第一个基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架

Logarithmic Reinforcement Learning

Radial_rl ⭐ 25

Code used in our paper "Robust Deep Reinforment Learning through Adversarial Loss"

A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.

Project Origin ⭐ 24

An Artificial Life simulator for Investigating Noogenesis

Hybrid Cp Rl Solver ⭐ 24

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

King Pong ⭐ 24

Deep Reinforcement Learning Pong Agent, King Pong, he's the best

Neuralqsandbox ⭐ 23

Deep Q-Learning in a sandbox

Spatial Action Maps ⭐ 23

Learning robotic mobile manipulation with deep reinforcement learning

Distributional_rl ⭐ 23

Repository for studying distributional rl

Bayesianrlforautonomousdriving ⭐ 23

Template-DQN and DRRN agent implementations

Playing Custom Games Using Deep Learning ⭐ 22

Implementation of Google's paper on playing atari games using deep learning in python.

Gym Stock Exchange ⭐ 22

Deep-Q-Network reinforcement learning algorithm applied to a simple 2d-car-racing environment

Rl Attack ⭐ 22

Adversarial Example Attacks on Policy Learners

Deep Reinforcement Learning Mountain Car ⭐ 22

Reinforcement Learning DQN - using OpenAI gym Mountain Car

Human Level Control Through Deep Reinforcement Learning ⭐ 22

📖 Paper: Human-level control through deep reinforcement learning 🕹️

Chainer Notebooks ⭐ 21

Jupyter notebooks for Chainer hands-on

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