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58 search results found
Deep Reinforcement Learning
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4,635
Repo for the Deep Reinforcement Learning Nanodegree program
Reinforcement Learning
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4,097
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
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)
Deep_reinforcement_learning_course
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3,581
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Pytorch A2c Ppo Acktr Gail
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3,450
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Deeprl
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2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
Deep Reinforcement Learning With Pytorch
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2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Ppo Pytorch
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1,270
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Slm Lab
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1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Pytorch A3c
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768
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Deeprl Tutorials
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726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Super Mario Bros Ppo Pytorch
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692
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
Rl_games
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603
RL implementations
Hands On Reinforcement Learning With Python
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596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Huskarl
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417
Deep Reinforcement Learning Framework + Algorithms
Reinforcement Learning Algorithms
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407
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
Rllte
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403
Long-Term Evolution Project of Reinforcement Learning
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Imitation Learning
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344
Imitation learning algorithms
Allenact
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288
An open source framework for research in Embodied-AI from AI2.
Rad
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273
RAD: Reinforcement Learning with Augmented Data
Reinforcement_learning
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250
Reinforcement learning tutorials
Rlgraph
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241
RLgraph: Modular computation graphs for deep reinforcement learning
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Deeprl_algorithms
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112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Awesome Rl
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110
Awesome RL: Papers, Books, Codes, Benchmarks
Samsung Drl Code
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105
A repository for implementations of deep reinforcement learning lectured at Samsung
Ros2learn
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98
ROS 2 enabled Machine Learning algorithms
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
Recurrent Ppo Truncated Bptt
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82
Baseline implementation of recurrent PPO using truncated BPTT
Explorer
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68
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Autonomous Driving In Carla Using Deep Reinforcement Learning
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61
Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]
Mario_rl
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57
Imitation_learning
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56
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Tensorflow_rl
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54
Pytorch Rl
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53
Learning2run
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53
Our NIPS 2017: Learning to Run source code
Pensieve Ppo
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51
The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC
Reinforcementlearning
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48
Reinforcing Your Learning of Reinforcement Learning
Rl Experiments
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47
High-quality implementations of deep reinforcement learning algorithms for experiments
Unitytensorflowkeras
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43
Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.
Pytorch Learn Reinforcement Learning
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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.
Relational_deep_reinforcement_learning
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41
Ppo
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40
PyTorch implementation of Proximal Policy Optimization
Rl_matrix
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36
Reinforcement Learning Agents in .NET
Pop3d
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35
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
Ppo Pytorch
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35
Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)
Ppo_jax
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33
Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights on all environments.
Sebulba
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31
🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX
Deeprl Baselines
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31
Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning
Drlkit
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29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Rainy
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28
☔ Deep RL agents with PyTorch☔
Rl_pytorch
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27
Deep Reinforcement Learning Algorithms Implementation in PyTorch
Meta Reinforcement Learning
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26
Code snippets of Meta Reinforcement Learning algorithms
Trading_gym
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25
a unified environment for supervised learning and reinforcement learning in the context of quantitative trading
Angela
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22
A modular deep reinforcement learning framework that supports a variety of algorithms, environments and models.
Pytorch_ppo_rl
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21
Ai Traineree
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21
PyTorch agents and tools for (Deep) Reinforcement Learning
Netrand
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19
Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020
Deep Reinforcement Learning Algorithm Collection
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17
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
Rl_sandbox_public
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14
PyTorch implementation of (Deep) Reinforcement Learning (RL) algorithms
Deepracer_env
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13
A virtual environment for training the aws deep racer.
Rl_lib
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13
Series of deep reinforcement learning algorithms 🤖
Mlagents
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13
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
Rl Dbs
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13
Reinforcement learning for deep brain stimulation (DBS) modeling
Deep Reinforcement Learning Notebooks
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13
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
Deep Rl
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11
Pytorch-based python library for continuous reinforcement learning and imitation learning [superseded by @osudrl/apex]
Policy_based_rl
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10
The implement of the policy gradient RL algorithm with pytorch
Reinforcement_learning_phasic_policy_gradient
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10
Deep Reinforcement Learning by using Phasic Policy Gradient in Pytorch & Tensorflow
Rl Botics
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10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
Reinforcementlearningsystem
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9
Use Deep Reinforcement Learning Algorithms in a simple scene.
Rlin200lines
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9
PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines
Spacefortress
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9
OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206
Deepreinforcementlearningpapers
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9
Pysc2_rl
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9
Agent
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8
Example of an agents for neodroid environments 💡
Udacity Deeprl Ppo
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8
Udacity Deep Reinforecment Learning - Implementation of Proximal Policy Optimization (PPO)
Rl Multi Agent Car Parking
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8
Multi-Agent Car Parking using Reinforcement Learning.
Actorch
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8
Deep reinforcement learning framework for fast prototyping based on PyTorch
Digideep
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8
A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.
Aine Drl
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8
A project for the DRL framework. AINE means "Agent IN Environment".
Neurirs2019dronechallengerl
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7
Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones
Deeprl Intro
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7
Introducing myself to deep reinforcement learning
Car_racer_gym
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6
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
Deep Reinforcement Learning Algorithms With Mindspore
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6
Ppo Pytorch
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6
Deep RL for portfolio management
Mkdl
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6
Mario Kart CNN Deep reinforcement learning bot
Morvanzhou Reinforcement Learning With Tensorflow
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5
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1-58 of 58 search results
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