VC122495

VC122495's Stars

• openai/gym

  A toolkit for developing and comparing reinforcement learning algorithms.

  Language:Python34.6k1.1k1.8k8.6k

• The-Run-Philosophy-Organization/run

  润学全球官方指定GITHUB，整理润学宗旨、纲领、理论和各类润之实例；解决为什么润，润去哪里，怎么润三大问题； 并成为新**人的核心宗教，核心信念。

  31.6k3972522.6k

• opendilab/awesome-RLHF

  A curated list of reinforcement learning with human feedback resources (continually updated)

  3.3k613206

• opendilab/DI-engine

  OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

  Language:Python3k22202369

• seungeunrho/minimalRL

  Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

  Language:Python2.9k4940463

• boyu-ai/Hands-on-RL

  https://hrl.boyuai.com/

  Language:Jupyter Notebook2.4k1787535

• astooke/rlpyt

  Reinforcement Learning in PyTorch

  Language:Python2.2k52169324

• HumanCompatibleAI/imitation

  Clean PyTorch implementations of imitation and reward learning algorithms

  Language:Python1.3k18341246

• Lizhi-sjtu/DRL-code-pytorch

  Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

  Language:Python1k515174

• opendilab/awesome-decision-transformer

  A curated list of Decision Transformer resources (continually updated)

  69121228

• openai/imitation

  Code for the paper "Generative Adversarial Imitation Learning"

  Language:Python68718110191

• microsoft/AirSim-NeurIPS2019-Drone-Racing

  Drone Racing @ NeurIPS 2019, built on Microsoft AirSim

  Language:Python3562612090

• RLE-Foundation/RLeXplore

  RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

  Language:Jupyter Notebook35431816

• nikhilbarhate99/Hierarchical-Actor-Critic-HAC-PyTorch

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

  Language:Python2897748

• MarcoMeter/episodic-transformer-memory-ppo

  Clean baseline implementation of PPO using an episodic TransformerXL memory

  Language:Python14841417

• MarcoMeter/recurrent-ppo-truncated-bptt

  Baseline implementation of recurrent PPO using truncated BPTT

  Language:Jupyter Notebook12241116

• MarcoMeter/endless-memory-gym

  Challenging Memory-based Deep Reinforcement Learning Agents

  Language:Python83442

• Improbable-AI/eipo

  Official codebase for Redeeming Intrinsic Rewards via Constrained Policy Optimization

  Language:Python77726

• eanswer/LearningToFly

  [SIGGRAPH 2019] Learning to Fly: Computational Controller Design for Hybrid UAVs with Reinforcement Learning

  Language:C641418

• AirSimDroneSimulator/AirSim

  Language:Jupyter Notebook632724

• ChengshuLi/HRL4IN

  Code for CoRL 2019 paper: HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators

  Language:Python545713

• bilalkabas/PPO-based-Autonomous-Navigation-for-Quadcopters

  Deep Reinforcement Learning based autonomous navigation for quadcopters using PPO algorithm.

  Language:Python463412

• bilalkabas/DRL-Nav

  Deep Reinforcement Learning based autonomous navigation in realistic simulation environments.

  Language:Python30344

• MarcoMeter/neroRL

  Deep Reinforcement Learning Framework done with PyTorch

  Language:Python30528

• MarcoMeter/Unity-ML-Environments

  This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.

  Language:C#30918

• ysbsb/airsim_quadrotor_pytorch

  Pytorch implementation of reinforcement learning environment for Microsoft AirSim Unity quadrotor

  Language:Python25117

• batuhan3526/AirSim-PyTorch-Drone-DDQN-Agent

  This code is the result of the collaboration of RL Turkey team.

  Language:Python24139

• MarcoMeter/StarcraftNeuralNetAi

  This is the implementation of my Bachelor Thesis

  Language:C#7270

• Hauf3n/GoExplore-Atari-PyTorch

  Implementation of First return, then explore (Go-Explore)

  Language:Python6200

• ryanrudes/VQVAE-Clean

  Language:Jupyter Notebook310