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96 search results found

Applied Ml ⭐ 24,828

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Arxivtimes ⭐ 3,709

repository to research & share the machine learning articles

Awesome Deeplearning Resources ⭐ 2,739

Deep Learning and deep reinforcement learning research papers and some codes

Papers Literature Ml Dl Rl Ai ⭐ 1,798

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Learning Deep Learning ⭐ 943

Paper reading notes on Deep Learning and Machine Learning

Dl Nlp Readings ⭐ 847

My Reading Lists of Deep Learning and Natural Language Processing

Recsyspapers ⭐ 801

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Ml University ⭐ 710

Machine Learning Open Source University

Tensorflow Value Iteration Networks ⭐ 544

TensorFlow implementation of the Value Iteration Networks (NIPS '16) paper

Awesome Monte Carlo Tree Search Papers ⭐ 537

A curated list of Monte Carlo tree search papers with implementations.

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Deep Learning Nlp Rl Papers ⭐ 286

Recent Deep Learning papers in NLU and RL

Drl4recsys ⭐ 265

Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems

Coinrun ⭐ 264

Code for the paper "Quantifying Transfer in Reinforcement Learning"

Dialog Generation Paper ⭐ 256

A list of recent papers regarding dialogue generation

Rlgraph ⭐ 241

RLgraph: Modular computation graphs for deep reinforcement learning

Knowledge_graph_reasoning_papers ⭐ 216

Must-read papers on knowledge graph reasoning

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Input Convex Neural Networks

Code for the paper "Evolved Policy Gradients"

Mixstyle Release ⭐ 190

Domain Generalization with MixStyle (ICLR'21)

Researchpapernotes ⭐ 168

Initiative to read research papers

Joint Relation Extraction with Hierarchical Reinforcement Learning

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Rl Collision Avoidance ⭐ 112

Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"

Reinforcement Learning ⭐ 95

🤖 Implements of Reinforcement Learning algorithms.

Malware_rl ⭐ 86

Malware Bypass Research using Reinforcement Learning

Modular Assemblies ⭐ 85

[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"

Awesome Artificial Intelligence Research ⭐ 80

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

Ai Reading Materials ⭐ 77

Some of the ML and DL related reading materials, research papers that I've read

Data Efficient Reinforcement Learning With Probabilistic Model Predictive Control ⭐ 76

Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gym environments

codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"

Retro Contest Sonic ⭐ 62

World Models applied to the Open AI Sonic Retro Contest

Alignmentsurvey ⭐ 59

AI Alignment: A Comprehensive Survey

Conversational Ai ⭐ 57

Conversational AI Reading Materials

Drl_papernotes ⭐ 56

Notes and comments about Deep Reinforcement Learning papers

Scenemover ⭐ 54

Project of Siggraph Asia 2020 paper: Scene Mover: Automatic Move Planning for Scene Arrangement by Deep Reinforcement Learning

Drl_in_cv ⭐ 54

A course on Deep Reinforcement Learning in Computer Vision. Visit Website:

The notes for Math, Machine Learning, Deep Learning and Research papers.

Hand_dapg ⭐ 49

Repository to accompany RSS 2018 paper on dexterous hand manipulation

Secondaryawesomecollection ⭐ 49

收集深度学习相关的awesome 资源列表,欢迎补充

Code and data for "Deep Reinforcement Learning of Marked Temporal Point Processes", NeurIPS 2018

Policy Adaptation During Deployment ⭐ 46

Training code and evaluation benchmarks for the "Self-Supervised Policy Adaptation during Deployment" paper.

Upside Down Reinforcement Learning ⭐ 44

Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.

Deep Reinforcement Learning With Double Q Learning ⭐ 41

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

Code for paper "Episodic Memory Deep Q-Networks" (https://arxiv.org/abs/1805.07603), IJCAI 2018

Neural Architecture Search With Rl ⭐ 37

Minimal Tensorflow implementation of the paper "Neural Architecture Search With Reinforcement Learning" presented at ICLR 2017

Awesome Decision Making Reinforcement Learning ⭐ 37

A selection of state-of-the-art research materials on decision making and motion planning.

Iclr2019 Rl Papers ⭐ 37

The Reinforcement-Learning-Related Papers of ICLR 2019

Policy Gradient Methods ⭐ 35

Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC

Rl Gallery ⭐ 34

A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.

Machine Learning ⭐ 31

The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.

Reinforcement Learning In Computer Vision ⭐ 30

Awesome Marl ⭐ 30

A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers

Drl_in_cv_papers ⭐ 29

Research publications in Computer Vision Journals and Conferences (and arxiv) using RL.Visit Website:

RLCheck, QuickCheck + Reinforcement Learning to produce more valid inputs.

Two Step Task ⭐ 28

Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".

Recommender Systems Samples ⭐ 27

Codes repository for RecSys and DeepLearnig, RecSys and ReinForcement learning and Traditioinal RecSys.

Graph Reinforcement Learning Papers ⭐ 25

A curated list of graph reinforcement learning papers.

Logarithmic Reinforcement Learning

Simple Reinforcement Learning Framework

Paper Archive ⭐ 23

A collection of paper summaries from a wide range of topics related to Machine Learning

Human Level Control Through Deep Reinforcement Learning ⭐ 22

📖 Paper: Human-level control through deep reinforcement learning 🕹️

A curated list of reinforcement learning environments and frameworks.

Playing Custom Games Using Deep Learning ⭐ 22

Implementation of Google's paper on playing atari games using deep learning in python.

Upside Down Reinforcement Learning ⭐ 21

Implementation of Schmidhuber's Upside Down Reinforcement Learning paper in PyTorch

The Official Code for Offline Model-based Adaptable Policy Learning (NeurIPS'21 & TPAMI)

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

Maml Rl Tf2 ⭐ 20

Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.

Hrl Papers ⭐ 19

A collection of research and survey papers of hierarchical reinforcement learning (HRL).

Ml Research Made Easy ⭐ 19

Link of ML papers to their blogs/ supplementary material

Repo with code for Ludii's built-in AIs.

Language As An Abstraction For Hierarchical Deep Reinforcement Learning ⭐ 18

PyTorch Implementation of "Language as an Abstraction for Hierarchical Deep Reinforcement Learning" paper

Paper Notes ⭐ 18

Deep Reinforcement Learning Algorithm Collection ⭐ 17

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Paper Clip ⭐ 17

List of various interesting papers

Gumbel Max Scm ⭐ 17

Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)

Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"

Deep Learning Is Awesome ⭐ 17

A curated list of deep learning tutorials, projects and other resources

Deepbeerinventory Rl ⭐ 16

The code for the SRDQN algorithm to train an agent for the beer game problem

Rl Lang Ground ⭐ 16

Tensorflow code for WACV 2019 paper "Attention Based Natural Language Grounding by Navigating Virtual Environment" - https://arxiv.org/abs/1804.08454

Rl_representations ⭐ 16

Learning representations for RL in Healthcare under a POMDP assumption

Sources Of Reinforcement Learning ⭐ 15

All the source codes and lectures of reinforcement learning.

Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"

Knnbandit ⭐ 14

Software for the experiments reported in the RecSys 2019 paper "A Simple Multi-Armed Nearest-Neighbor Bandit for Interactive Recommendation"

Implementation of our CVPR 2018 Paper (FFNet: Video Fast-Forwarding via Reinforcement Learning)

Paper_notes ⭐ 14

Paper notes for my PhD on Machine Learning (mostly focused on Reinforcement Learning)

Rl For Question Generation ⭐ 13

This repository contains codes and models for the paper: Exploring Question-Specific Rewards for Generating Deep Questions (COLING 2020).

Rl Exploration ⭐ 13

Reinforcement Learning papers on exploration methods.

Reinforcement Learning Papers ⭐ 13

My notes on reinforcement learning papers

Booklibrary ⭐ 12

Book Library of P&W Studio

Ml Papers Tldr ⭐ 12

A summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.

1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"

A collection of papers on reinforcement learning applied to NLP

Actionrobustrl ⭐ 10

Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.09184

Paper Reading Notes ⭐ 10

Some paper reading notes

Iw Transfer Rl ⭐ 10

Code for the paper "Importance Weighted Transfer of Samples in Reinforcement Learning" (ICML 2018).

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