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Search results for gym deep reinforcement learning
deep-reinforcement-learning
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86 search results found
Deep Reinforcement Learning
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4,635
Repo for the Deep Reinforcement Learning Nanodegree program
Cleanrl
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3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Muzero General
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2,203
MuZero
Rl Baselines3 Zoo
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1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
Deepdrive
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845
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Btgym
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825
Scalable, event-driven, deep-learning-friendly backtesting library
Rl Book
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794
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Hands On Reinforcement Learning With Python
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596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Jaxrl
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585
JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
Sumo Rl
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545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Rl_a3c_pytorch
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535
A3C LSTM Atari with Pytorch plus A3G design
Agilerl
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457
Streamlining reinforcement learning with RLOps
Drq
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369
DrQ: Data regularized Q
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Deep_rl_trader
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337
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
Rls
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330
Reinforcement Learning Algorithms Based on PyTorch
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Hands On Intelligent Agents With Openai Gym
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280
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
Or Gym
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269
Environments for OR and RL Research
Planet
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268
Deep Planning Network: Control from pixels by latent planning with learned dynamics
Deep Reinforcement Learning Gym
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235
Deep reinforcement learning model implementation in Tensorflow + OpenAI gym
Pytorch_sac
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232
PyTorch implementation of Soft Actor-Critic (SAC)
Macad Gym
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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:
Gym Gazebo2
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193
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
Naf Tensorflow
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188
"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
Hierarchical Actor Critic Hac Pytorch
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154
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
Raveforce
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126
RaveForce - An OpenAI Gym style toolkit for music generation experiments.
Deep Reinforcement Learning In Large Discrete Action Spaces
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102
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Rlenv.directory
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77
Explore and find reinforcement learning environments in a list of 150+ open source environments.
Rl Course Experiments
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73
Explorer
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68
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Gym Games
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65
A gymnasium version of various games for reinforcement learning.
Malmo Challenge
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64
Malmo Collaborative AI Challenge - Team Pig Catcher
Policy Adaptation During Deployment
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46
Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.
Tensorflow2.0 For Deep Reinforcement Learning
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44
TensorFlow 2.0 for Deep Reinforcement Learning. 🐙
Pytorch_sac_ae
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38
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Gym Carla
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35
An OpenAI gym wrapper for CARLA simulator
Left Shift
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35
Using deep reinforcement learning to tackle the game 2048.
Wolpertinger_ddpg
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34
Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.
Easyagents
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33
Reinforcement Learning for Practitioners.
Deep_rl_acrobot
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30
TensorFlow A2C to solve Acrobot, with synchronized parallel environments
Deterministic Gail Pytorch
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29
PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
Drlkit
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29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Deep Q Atari
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29
Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.
A3c Super Mario Pytorch
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28
Reinforcement Learning for Super Mario Bros using A3C on GPU
Minecraft Reinforcement Learning
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27
Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Master Thesis
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25
Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex
General
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25
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
Omd
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23
JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
Paac.pytorch
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21
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Reinforcement Learning On Google Colab
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21
Reinforcement Learning algorithm's using google-colab
Xpag
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20
a modular reinforcement learning library with JAX agents
Rlflow
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20
A TensorFlow-based framework for learning about and experimenting with reinforcement learning algorithms
Hierarchical Meta Reinforcement Learning
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19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
Dex
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18
Continual Learning Toolkit for Reinforcement Learning
Mp Dqn
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16
Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"
Dqn Lambda
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15
NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.
Rl_sandbox_public
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14
PyTorch implementation of (Deep) Reinforcement Learning (RL) algorithms
Multiros
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14
MultiROS is an open-source ROS based simulation environment designed for concurrent deep reinforcement learning. It provides a flexible and scalable framework for training and evaluating reinforcement learning agents for complex robotic tasks.
Rl_algos
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14
Reinforcement Learning Algorithms
Reinforcement_learning_ppo_rnd
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14
Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
Sarnet
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13
Code repository for SARNet: Learning Multi-Agent Communication through Structured Attentive Reasoning (NeurIPS 2020)
Deep Rl Torcs
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12
Autonomous Navigation using Deep Reinforcement Learning
Openai Gym Projects
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12
OpenAI Gym environment solutions using Deep Reinforcement Learning.
Rl_with_resets
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11
JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"
Quantumexplorer
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10
A quantum reinforcement learning framework for exploring new ideas, based on PyTorch and PennyLane.
Reinforcement Learning
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9
In this all Projects dealing with reinforcement learning wil be uploaded
Spacefortress
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9
OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206
Drlbox
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9
Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.
Alphazero Gym
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8
AlphaZero for continuous control tasks
Aine Drl
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8
A project for the DRL framework. AINE means "Agent IN Environment".
A3c Gru
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7
A3C Algorithm for classic Atari games
Gym Retro Template
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7
One-click setup for OpenAI Gym Retro on FloydHub
Vinci
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6
A generic, easy to use, and keras-compatible deep RL framework
Openai Universe Agents
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6
Deep reinforcement learning agents for OpenAI universe environments
Muzero
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6
Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.
Mkdl
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6
Mario Kart CNN Deep reinforcement learning bot
Berkeley_cs294_fall2017
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6
an attempt to do homework for CS294 using PyTorch
Td3 Bipedal Walker
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6
Trains an agent with Twin Delayed Deep Deterministic Policy Gradient (TD3) to solve the Bipedal Walker challenge from OpenAI
Bots For Atari Games
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6
Bots for Atari Games using Reinforcement Learning
Deep_reinforcement_learning
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6
Train agents to walk, drive by themself using Unity ML Agent, OpenAI Gym and PyTorch
Deep Q Network Using Tensorflow
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5
This repository contains Deep Q-Networks and Double DQN implementation in tensorflow for Open AI Gym environments.
Asynchronous_1step
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5
TensorFlow implementation of the two 1-step methods from "Asynchronous Deep Reinforcement Learning Methods" by Mnih et. al., 2016 for OpenAIs Gym-environment.
Sagemaker Rl Energy Storage System
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5
Examples of RL for the energy arbitrage use case.
Deep Reinforcement Learning
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5
Various Deep Reinforcement Learning techniques applied to different environments. Will be updated with new algorithms and environments often!
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