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Rl Intro Book Chinese ⭐ 97

Chinese Translation for Book 《Reinforcement Learning- An Introduction》-Second Edition

Transformers Rl ⭐ 96

An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"

Prob_mbrl ⭐ 96

A library of probabilistic model based RL algorithms in pytorch

Bakkesmod2 Plugins ⭐ 95

Default plugins for BakkesMod 2 (A Rocket League training framework)

Rl Quadcopter 2 ⭐ 95

Teach a Quadcopter How to Fly!

Mastering Reinforcement Learning With Python ⭐ 94

Mastering Reinforcement Learning with Python, published by Packt

🎮 [IJCAI'20][ICLR'19 Workshop] Flow-based Intrinsic Curiosity Module. Playing SuperMario with RL agent and FICM!

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Deep Reinforcement Learning For Trading

60_days_rl_challenge ⭐ 92

60_Days_RL_Challenge中文版

My Solution to Assignments of CS234

Categorical Dqn ⭐ 90

A working implementation of the Categorical DQN (Distributional RL).

Industrialbenchmark ⭐ 88

Industrial Benchmark

Ai Paper Drawer ⭐ 88

人工智能论文关键点集结。This project aims to collect key points of AI papers.

deep reinforcement learning for personal research

Tleague_projpage ⭐ 86

Exploration By Disagreement ⭐ 86

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

Safety Starter Agents ⭐ 86

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

Chrome Dino Reinforcement Learning ⭐ 85

An RL implementation in Keras

Rlfrombasics ⭐ 84

provides all the codes from the book "RL from basics(바닥부터 배우는 강화학습)"

Rocket League ⭐ 84

Robust Multitask Rl ⭐ 84

Machine Learning Course Project Skoltech 2018

Rl Resources ⭐ 82

A curated collection of reinforcement learning resources

Pytorch 1.x Reinforcement Learning Cookbook ⭐ 82

PyTorch 1.x Reinforcement Learning Cookbook, published by Packt

Run Skeleton Run ⭐ 81

Reason8.ai PyTorch solution for NIPS RL 2017 challenge

Banana Gym ⭐ 80

A simple stochastic OpenAI environment for training RL agents

AI各领域学习资料整理。（A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.）

Forex Rl Challenge ⭐ 79

A Deep Reinforcement Learning Challenge on Forex Portfolio Management

Deep Autonomous Driving Papers ⭐ 78

🚘 A curated list of papers of deep learning in autonomous driving papers

Imitation Learning Paper Lists ⭐ 78

Paper Collection for Imitation Learning in RL.

Rl Robot ⭐ 78

Reinforcement Learning framework for Robotics

Rllab Curriculum ⭐ 78

Mujoco Benchmark ⭐ 78

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

Neuro Vectorizer ⭐ 78

NeuroVectorizer is a framework that uses deep reinforcement learning (RL) to predict optimal vectorization compiler pragmas for for loops in C and C++ codes.

Rl Flappybird ⭐ 77

Using reinforcement learning to train FlappyBird.

Rlenv.directory ⭐ 77

Explore and find reinforcement learning environments in a list of 150+ open source environments.

A fast, safe and easy to use reinforcement learning framework in Rust.

Ruby_learning_participants ⭐ 76

RubyLearning.org Participants Information

Generic reinforcement learning codebase in TensorFlow

Pytorch Distributed ⭐ 74

Ape-X DQN & DDPG with pytorch & tensorboard

Rl Intro ⭐ 73

Scalable implementation of DREAM - Deep RL for multi-agent imperfect information games

Cs234 Reinforcement Learning Winter 2019 ⭐ 73

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

Rl Course Experiments ⭐ 73

Nas With Code ⭐ 72

Neural Architecture Search (NAS) papers with code

Youtube Flatland ⭐ 72

Let's solve the flatland challenge!

Hybrid Reward Architecture

Mario Rl Tutorial ⭐ 70

Reinforcement Learning Tutorial on Super Mario

Augmented environments with RL

Slitherin ⭐ 70

AI research environment for the game of Snake 🐍 .

Bayescog_wien ⭐ 70

Teaching materials for BayesCog at Faculty of Psychology, University of Vienna

Hands On Ml ⭐ 69

Hands-On Machine Learning

Anomaly Reactionrl ⭐ 69

Using RL for anomaly detection in NSL-KDD

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

Rl Trained Agents ⭐ 67

A collection of pre-trained RL agents using Stable Baselines3

Distributed_rl ⭐ 66

Pytorch implementation of distributed deep reinforcement learning

Rl Causality ⭐ 66

References at the Intersection of Causality and Reinforcement Learning

Rlassistant ⭐ 66

RLA is a tool for managing your RL experiments automatically

Rl Based Graph2seq For Nqg ⭐ 64

Code & data accompanying the ICLR 2020 paper "Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation"

Pytorch Rl ⭐ 64

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

Program Synthesis Rl Tensorflow ⭐ 64

AirSim with openAI gym and keras-rl integration for autonomous copter RL

Sagemaker Rl Container ⭐ 63

A set of dockerfiles that provide Reinforcement Learning solutions for use in SageMaker.

Code for Dynamic Weights in Multi-Objective Deep Reinforcement Learning

Rl_carla ⭐ 63

Train auto_car in CARLA simulator with RL algorithms(SAC).

Inverse_rl ⭐ 63

Adversarial Imitation Via Variational Inverse Reinforcement Learning

Ga3c Deepnavigation ⭐ 62

Tensorflow implementation of DeepMind paper - "Learning to Navigate in Complex Environments"

Trading Bitcoin With Reinforcement Learning ⭐ 62

An (unofficial) implementation of the post "Trading Bitcoin with Reinforcement Learning".

Pytorch.rl.learning ⭐ 61

for learning reinforcement learning using PyTorch.

Rl Generalization ⭐ 60

Modifiable OpenAI Gym environments for studying generalization in RL

Reinforcement Learning Algorithms And Dynamic Programming ⭐ 60

Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied to stabilize an inverted pendulum system and achieve optimal control. So essentially, the concept of Reinforcement Learning Controllers has been established. The Reinforcement Learning Controllers have been compared on the basis of performance and efficiency and they are separately compared with the classical Linear Quadratic Regulator Controller. Each of the RL

Rl Attack Detection ⭐ 60

Code for "Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight"

CSGNet: Neural Shape parser for Constructive Solid Geometry

Awesome Text Summarization ⭐ 59

Text summarization starting from scratch.

Smarties ⭐ 58

Lightweight and scalable framework for Reinforcement Learning

Reinforcement Learning framework to facilitate development and use of scalable RL algorithms and applications

Setting Up Carla Reinforcement Learning ⭐ 58

Reinforcement Learning Environment for CARLA Autonomous Driving Simulator

Navigating_a_virtual_world_with_dynamic_programming ⭐ 57

This is the code for "Navigating a Virtual World Using Dynamic Programming" by Siraj Raval on Youtube

Gradient Samples ⭐ 57

Samples for TensorFlow binding for .NET by Lost Tech

Reinforcement Learning environments with Bevy

Web-based Reinforcement Learning Control Center

Robond Deeprl Project ⭐ 57

Autonomous Drifting ⭐ 56

Autonomous Drifting using Reinforcement Learning

Alphatrade ⭐ 55

JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for trading

Smart Traffic Signals In India Using Deep Reinforcement Learning And Advanced Computer Vision ⭐ 55

We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.

Rl Bakery ⭐ 55

RL-Bakery makes it easy to build production, large scale, batch Deep Reinforcement Learning applications.

Reading Group on Reinforcement Learning topics

Rl Bot Football ⭐ 54

An RL agent for the Google Football environment

Trading Gym ⭐ 54

A Trading environment base on Gym

Humanrl_prior_games ⭐ 54

[ICML-18] Codes for the custom games we built to compare RL agents with humans

Learning2run ⭐ 53

Our NIPS 2017: Learning to Run source code

Spinning Up A Pong Ai With Deep Rl ⭐ 53

Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.

Rl Plotter ⭐ 53

✨ A plotter for reinforcement learning (RL)

Pytorch Pcgrad ⭐ 53

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Awesome Catalyst List ⭐ 53

Pytorch Rl ⭐ 53

Saida_rl ⭐ 53

Symbolic Rl ⭐ 52

Symbolic Reinforcement Learning using Inductive Logic Programming

JAX implementations of core Deep RL algorithms

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