deep-reinforcement-learning
85 projetos partilham este topic do GitHub
Linhas conectam membros que estão mensuravelmente relacionados entre si. O tamanho do ponto reflete estrelas.
🧬 Membros
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms…
★ 32.3k
ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and…
★ 19.6k
easy-rl
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
★ 14.4k
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
★ 10.4k
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
★ 8.7k
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
★ 6.8k
Practical_RL
A course in reinforcement learning in the wild
★ 6.5k
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
★ 5.2k
deep-rl-class
This repo contains the Hugging Face Deep Reinforcement Learning Course.
★ 5k
Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep…
★ 4.7k
LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
★ 4.5k
awesome-RLHF
A curated list of reinforcement learning with human feedback resources (continually updated)
★ 4.4k
tensorforce
Tensorforce: a TensorFlow library for applied reinforcement learning
★ 3.3k
habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
★ 3.1k
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization…
★ 2.9k
muzero-general
MuZero
★ 2.8k
PPOxFamily
★ 2.6k
papers
Summaries of machine learning papers
★ 2.5k
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
★ 2.4k
drl-zh
Deep Reinforcement Learning: Zero to Hero!
★ 2.3k
awesome-deep-trading
List of awesome resources for machine learning-based algorithmic trading
★ 2k
FinRL-Meta
FinRL®-Meta: Dynamic datasets and market environments for FinRL.
★ 1.9k
deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
★ 1.8k
snake
Playing the game of snake with AI.
★ 1.8k
MARL-Algorithms
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the…
★ 1.8k
Rainbow
Rainbow: Combining Improvements in Deep Reinforcement Learning
★ 1.7k
d3rlpy
An offline deep reinforcement learning library
★ 1.7k
awesome-diffusion-model-in-rl
A curated list of Diffusion Model in RL resources (continually updated)
★ 1.6k
hands-on-rl
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
★ 1.6k
softlearning
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous…
★ 1.4k
SLM-Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep…
★ 1.4k
DRL-robot-navigation
Deep Reinforcement Learning for mobile robot navigation in ROS Gazebo simulator. Using Twin Delayed Deep…
★ 1.3k
deep-q-learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
★ 1.3k
PyTorch-RL
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and…
★ 1.3k
purejaxrl
Really Fast End-to-End Jax RL Implementations
★ 1.1k
DexterousHands
This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym
★ 1.1k
sumo-rl
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium,…
★ 1.1k
PyGame-Learning-Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
★ 1.1k
rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
★ 1k
gdrl
Grokking Deep Reinforcement Learning
★ 1k
osim-rl
Reinforcement learning environments with musculoskeletal models
★ 944
GibsonEnv
Gibson Environments: Real-World Perception for Embodied Agents
★ 943
mushroom-rl
Python library for Reinforcement Learning.
★ 939
deepdrive
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
★ 923
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
★ 896
Neural-SLAM
Pytorch code for ICLR-20 Paper "Learning to Explore using Active Neural SLAM"
★ 852
pysc2-examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
★ 755
cadrl_ros
ROS package for dynamic obstacle avoidance for ground robots trained with deep RL
★ 718
deeplearning-guide
An evolving guide to learning Deep Learning effectively.
★ 713
ReinforcementLearning.jl
A reinforcement learning package for Julia
★ 650
RLzoo
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
★ 640
dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my…
★ 623
gym-carla
An OpenAI gym wrapper for CARLA simulator
★ 619
gps
Guided Policy Search
★ 600
DI-sheep
羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)
★ 518
drl_grasping
Deep Reinforcement Learning for Robotic Grasping from Octrees
★ 513
tf2rl
TensorFlow2 Reinforcement Learning
★ 473
Object-Goal-Navigation
Pytorch code for NeurIPS-20 Paper "Object Goal Navigation using Goal-Oriented Semantic Exploration"
★ 458
pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
★ 453
RLs
Reinforcement Learning Algorithms Based on PyTorch
★ 452
or-gym
Environments for OR and RL Research
★ 448
pytorch-trpo
PyTorch implementation of Trust Region Policy Optimization
★ 448
Stoix
🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX…
★ 415
Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
★ 403
OfflineRL-Kit
An elegant PyTorch offline reinforcement learning library for researchers.
★ 393
neural-symbolic-machines
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using…
★ 385
Multi-Agent-Deep-Deterministic-Policy-Gradients
A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm
★ 381
reward-learning-rl
[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
★ 374
mini-AlphaStar
(JAIR'2022) A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI…
★ 370
Reinforcement-Learning-Papers
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI,…
★ 369
TimeChamber
A Massively Parallel Large Scale Self-Play Framework
★ 365
arena
DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation
★ 365
deep-RL-trading
playing idealized trading games with deep reinforcement learning
★ 360
learning-to-communicate-pytorch
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
★ 360
RL-Theory-book
Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
★ 348
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"
★ 343
kanachan
A Japanese (Riichi) Mahjong AI Framework
★ 342
Hierarchical-Actor-Critic-HAC-PyTorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
★ 337
applied-reinforcement-learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter…
★ 331
openai_lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
★ 327
rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
★ 323
RL-Job-Shop-Scheduling
Reinforcement learning approach for job shop scheduling
★ 311
RL_Matrix
Deep Reinforcement Learning in C#
★ 309
RoboLeague
A car soccer environment inspired by Rocket League for deep reinforcement learning experiments in an…
★ 307
DRL4Recsys
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
★ 306
🔗 Familias relacionadas
Medido a partir dos tópicos do GitHub compartilhados por ambos os projetos, ponderado pela raridade de cada tópico.