arshsagar

arshsagar's Stars

• hbayerlein/uav_data_harvesting

  Python implementation of DDQN multi-UAV data harvesting

  Language:Python16039

• cardwing/Codes-for-RL-PER

  A novel DDPG method with prioritized experience replay (IEEE SMC 2017)

  Language:Python4716

• awjuliani/Meta-RL

  Implementation of Meta-RL A3C algorithm

  Language:Jupyter Notebook401109

• seungeunrho/minimalRL

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

  Language:Python2.9k464

• DLR-RM/rl-baselines3-zoo

  A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

  Language:Python2.1k518

• adik993/ppo-pytorch

  Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM)

  Language:Python13427

• rail-berkeley/rlkit

  Collection of reinforcement learning algorithms

  Language:Python2.5k554

• uber-research/ape-x

  This repo replicates the results Horgan et al obtained in "Distributed Prioritized Experience Replay"

  Language:Python18923

• microsoft/IBAC-SNI

  Code to reproduce the NeurIPS 2019 paper "Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck" by Maximilian Igl, Kamil Ciosek, Yingzhen Li, Sebastian Tschiatschek, Cheng Zhang, Sam Devlin and Katja Hofmann.

  Language:Python5317

• kengz/awesome-deep-rl

  A curated list of awesome Deep Reinforcement Learning resources.

  69371

• Kyziridis/BipedalWalker-v2

  Solving openAI's game 'BipedalWalker-v2' with Deep Reinforcement Learning

  Language:Python266

• rgilman33/simple-A2C-PPO

  Actor-critic trained w PPO on OpenAI's Procgen Benchmark (PyTorch). Built from scratch.

  Language:Jupyter Notebook10226

• RunzheYang/MORL

  Multi-Objective Reinforcement Learning

  Language:Python25650

• yusukeurakami/dreamer-pytorch

  pytorch-implementation of Dreamer (Model-based Image RL Algorithm)

  Language:Python16334

• quantumiracle/Popular-RL-Algorithms

  PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

  Language:Jupyter Notebook1.1k129

• MishaLaskin/rad

  RAD: Reinforcement Learning with Augmented Data

  Language:Jupyter Notebook40171

• lcswillems/rl-starter-files

  RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

  Language:Python659185

• learnables/cherry

  A PyTorch Library for Reinforcement Learning Research

  Language:Python19632

• dalmia/David-Silver-Reinforcement-learning

  Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

  Language:Jupyter Notebook788213

• maximilianigl/DVRL

  Deep Variational Reinforcement Learning

  Language:Jupyter Notebook13425

• aravindr93/mjrl

  Reinforcement learning algorithms for MuJoCo tasks

  Language:Python365103

• chagmgang/tf2.0_reinforcement_learning

  Basic reinforcement learning implementation with tensorflow version 2.0

  Language:Python5213

• shivaverma/OpenAIGym

  Solving OpenAI Gym problems.

  Language:Python18357

• ikostrikov/pytorch-ddpg-naf

  Implementation of algorithms for continuous control (DDPG and NAF).

  Language:Python30771

• pokaxpoka/netrand

  Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020

  Language:Python539

• vikashplus/robohive

  A unified framework for robot learning

  Language:Python52686

• qfettes/DeepRL-Tutorials

  Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

  Language:Jupyter Notebook1.1k323

• garlicdevs/Fruit-API

  A Universal Deep Reinforcement Learning Framework

  Language:Python6822

• jannerm/mbpo

  Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

  Language:Python47883

• higgsfield/RL-Adventure

  Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

  Language:Jupyter Notebook3k588