dqn

There are 1090 repositories under dqn topic.

  • deep_rl

    PyTorch implementation of deep reinforcement learning algorithms

    Language:Python491

  • UAV-DDPG

    Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

    Language:Python455

  • pytorch-rl

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

    Language:Python442
  • machin

    machin

    Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

    Language:Python402

  • Machine-Learning-is-ALL-You-Need

    🔥🌟《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!

    Language:Python395

  • AI-blog

    Accompanying repository for Let's make a DQN / A3C series.

    Language:Python393

  • Deep-Reinforcement-Learning-With-Python

    Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

    Language:Jupyter Notebook390
  • Hands-On-Intelligent-Agents-with-OpenAI-Gym

    Hands-On-Intelligent-Agents-with-OpenAI-Gym

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

    Language:Python375

  • reinforcement-learning-kr

    [파이썬과 케라스로 배우는 강화학습] 예제

    Language:Python375

  • Reinforcement_Learning

    Reinforcement learning tutorials

    Language:Python363

  • deep-RL-trading

    playing idealized trading games with deep reinforcement learning

    Language:Python357

  • learning-to-communicate-pytorch

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

    Language:Python349

  • DeepRL_Algorithms

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

    Language:Python324

  • rlgraph

    RLgraph: Modular computation graphs for deep reinforcement learning

    Language:Python318

  • Reinforcement-Learning-Papers

    📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

    309

  • xingtian

    xingtian is a componentized library for the development and verification of reinforcement learning algorithms

    Language:Python309

  • per

    Prioritized Experience Replay (PER) implementation in PyTorch

    Language:Python307

  • TF2-RL

    Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

    Language:Python301

  • RLcycle

    A library for ready-made reinforcement learning agents and reusable components for neat prototyping

    Language:Python300

  • DRL_based_SelfDrivingCarControl

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

    Language:C#299

  • kanachan

    A Japanese (Riichi) Mahjong AI Framework

    Language:Python289

  • aleph_star

    Reinforcement learning with A* and a deep heuristic

    Language:Jupyter Notebook288

  • MindMaker

    MindMaker UE4 Machine Learning Toolkit

    Language:Python258
  • atari

    atari

    AI research environment for the Atari 2600 games 🤖.

    Language:Python256

  • keras-rl2

    Reinforcement learning with tensorflow 2 keras

    Language:Python251

  • Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access

    Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

    Language:Jupyter Notebook224

  • DRL

    Repository for codes of 'Deep Reinforcement Learning'

    Language:Python216

  • torchrl

    Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

    Language:Python215

  • TradingGym

    Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.

    Language:Jupyter Notebook213

  • VN-MADDPG

    Code for paper "基于多智能体深度强化学习的车联网通信资源分配优化"

    Language:Python212

  • Deep_RL_with_pytorch

    A pytorch tutorial for DRL(Deep Reinforcement Learning)

    Language:Jupyter Notebook208

  • DeepRL_PyTorch

    Deep Reinforcement Learning codes for study. Currently, there are only codes for algorithms: DQN, C51, QR-DQN, IQN, QUOTA.

    Language:Python205

  • ros2learn

    ROS 2 enabled Machine Learning algorithms

    Language:Python202

  • RL_Matrix

    Deep Reinforcement Learning in C#

    Language:C#189

  • Retro-Learning-Environment

    The Retro Learning Environment (RLE) -- a learning framework for AI

    Language:C++185

  • OpenAIGym

    Solving OpenAI Gym problems.

    Language:Python184