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Search results for deep reinforcement learning

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760 search results found

Deep_rl ⭐ 372

PyTorch implementations of deep reinforcement learning algorithms

DrQ: Data regularized Q

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Hands On Rl ⭐ 357

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

Reinforcement_learning_tutorial_with_demo ⭐ 357

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Reward Learning Rl ⭐ 348

[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering

Neural Symbolic Machines ⭐ 346

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

Imitation Learning ⭐ 344

Imitation learning algorithms

Play Google Chrome's T-rex game with TensorFlow

Deep_rl_trader ⭐ 337

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Reinforcement Learning Algorithms Based on PyTorch

Openai_lab ⭐ 314

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Di Sheep ⭐ 313

羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)

Finrl_podracer ⭐ 306

Cloud-native Financial Reinforcement Learning

Muzero Pytorch ⭐ 302

Pytorch Implementation of MuZero

Dexteroushands ⭐ 300

This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym

Accel Brain Code ⭐ 289

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Hands On Intelligent Agents With Openai Gym ⭐ 280

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Chanlun ⭐ 277

文件笔和线段的一种划分.py,只需要把k线high，low数据输入，就能自动实现笔，线段，中枢，买卖点，作为输入文件。个人简历见.pdf。时间的力量。有人说择时很困难，有人说选股很容易，有人说统计套利需要 #股票 #股市 #缠论 https://v.kuaishou.com/bFEl6M Copy this message and open 【Kwai】to view!

RAD: Reinforcement Learning with Augmented Data

Environments for OR and RL Research

Deep Planning Network: Control from pixels by latent planning with learned dynamics

Drl4recsys ⭐ 265

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

Awesome Information Bottleneck ⭐ 256

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

Pytorch Trpo ⭐ 252

PyTorch implementation of Trust Region Policy Optimization

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Kanachan ⭐ 239

A Japanese (Riichi) Mahjong AI Framework

DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation

Actor-critic with experience replay

Rl Theory Book ⭐ 238

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Deep Reinforcement Learning Algorithms ⭐ 235

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

Machine Learning Uiuc ⭐ 235

🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign

Machine Learning Goodness ⭐ 235

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

Pytorch_sac ⭐ 232

PyTorch implementation of Soft Actor-Critic (SAC)

Roboleague ⭐ 229

A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an adversarial self-play setting.

Macad Gym ⭐ 224

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

Pomdp Baselines ⭐ 224

Simple (but often Strong) Baselines for POMDPs in PyTorch (ICML 2022)

Watermark Remover ⭐ 223

Remove watermark automatically(Just can use for fixed position watermark till now). 自动水印消除算法的实现（目前只支持固定水印位置）。

Drl_based_selfdrivingcarcontrol ⭐ 222

Deep Reinforcement Learning (DQN) based Self Driving Car Control with Vehicle Simulator

Applied Reinforcement Learning ⭐ 219

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Drl Robot Navigation ⭐ 214

Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep Deterministic Policy Gradient (TD3) neural network, a robot learns to navigate to a random goal point in a simulated environment while avoiding obstacles.

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Pytorch Ddpg ⭐ 207

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

Mini Alphastar ⭐ 206

A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.

Tensorflow2 Deep Reinforcement Learning ⭐ 203

Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"

Drl_grasping ⭐ 196

Deep Reinforcement Learning for Robotic Grasping from Octrees

Gym Gazebo2 ⭐ 193

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

Naf Tensorflow ⭐ 188

"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow

Atari Model Zoo ⭐ 187

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

Motion Planner Reinforcement Learning ⭐ 186

End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo

Neuro Nav ⭐ 185

A library for neuroscience-inspired navigation and decision making research.

Autopentest Drl ⭐ 182

AutoPentest-DRL: Automated Penetration Testing Using Deep Reinforcement Learning

Awesome Deep Reinforcement Learning ⭐ 181

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

Object Goal Navigation ⭐ 177

Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Rl Medical ⭐ 171

Deep Reinforcement Learning (DRL) agents applied to medical images

Deep Reinforcement Learning For Dialogue Generation In Tensorflow ⭐ 170

Deep-Reinforcement-Learning-for-Dialogue-Generatio

Noisynet A3c ⭐ 169

Noisy Networks for Exploration

Deep Rts ⭐ 169

A Real-Time-Strategy game for Deep Learning research

Offlinerl Kit ⭐ 165

An elegant PyTorch offline reinforcement learning library for researchers.

Spinning Up Basic ⭐ 164

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

Deep Qlearning Agent For Traffic Signal Control ⭐ 162

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

Reinforcement Learning Papers ⭐ 159

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

Hierarchical Actor Critic Hac Pytorch ⭐ 154

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

Baby A3c ⭐ 153

A high-performance Atari A3C agent in 180 lines of PyTorch

Repository for codes of 'Deep Reinforcement Learning'

2048 Deep Reinforcement Learning ⭐ 150

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

An OpenAi Gym environment for the Job Shop Scheduling problem.

Scalphagozero ⭐ 139

An independent implementation of DeepMind's AlphaGoZero in Scala, using Deeplearning4J (DL4J)

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Torch Ac ⭐ 134

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

Go Bot Drl ⭐ 130

Goal-Oriented Chatbot trained with Deep Reinforcement Learning

Rl Quadcopter ⭐ 130

Teach a Quadcopter How to Fly!

Raveforce ⭐ 126

RaveForce - An OpenAI Gym style toolkit for music generation experiments.

Tetris Ai ⭐ 125

A deep reinforcement learning bot that plays tetris

Deep Learning Papers Reading Roadmap ⭐ 122

深度学习论文阅读路线图

Atari Rl ⭐ 121

Atari - Deep Reinforcement Learning algorithms in TensorFlow

Timechamber ⭐ 121

A Massively Parallel Large Scale Self-Play Framework

Intro To Deep Learning ⭐ 120

A collection of materials to help you learn about deep learning

Machine Learning And Data Science ⭐ 119

This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.

Supersonic ⭐ 115

SuperSonic, a new open-source framework to allow compiler developers to integrate RL into compilers easily, regardless of their RL expertise.

Aws Robomaker Sample Application Deepracer ⭐ 114

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

Deeprl_algorithms ⭐ 112

DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

Fitness landscape exploration sandbox for biological sequence design.

Awesome Deep Neuroevolution ⭐ 111

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Interp E2e Driving ⭐ 110

Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning

Reinforcement Learning On Graphs A Survey ⭐ 109

This collection of papers can be used to summarize research about graph reinforcement learning for the convenience of researchers.

Torchrl ⭐ 107

Highly Modular and Scalable Reinforcement Learning

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