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deep-learning x

reinforcement-learning x

740 search results found

Deeprl Tutorials ⭐ 726

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

Autokernel ⭐ 724

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。

Deeprec ⭐ 723

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

Ml University ⭐ 710

Machine Learning Open Source University

Pytorch Rl ⭐ 703

Deep Reinforcement Learning with pytorch & visdom

Dreamerv2 ⭐ 700

Mastering Atari with Discrete World Models

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

🚀🀄️ A fast and strong AI for riichi mahjong, powered by Rust and deep reinforcement learning.

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Replicating Deepmind ⭐ 646

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

Reversi Alpha Zero ⭐ 634

Reversi reinforcement learning by AlphaGo Zero methods.

Neuraldialogpapers ⭐ 629

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

Fast_abs_rl ⭐ 623

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

Autonomous Learning Library ⭐ 616

A PyTorch library for building deep reinforcement learning agents.

Rl_games ⭐ 603

RL implementations

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Overcooked_ai ⭐ 593

A benchmark environment for fully cooperative human-AI performance.

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀

Async_deep_reinforce ⭐ 560

Asynchronous Methods for Deep Reinforcement Learning

Animalai Olympics ⭐ 552

Code repository for the Animal AI Olympics competition

Tensorflow Value Iteration Networks ⭐ 544

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

Chinesechess Alphazero ⭐ 542

Implement AlphaZero/AlphaGo Zero methods on Chinese chess.

Awesome Monte Carlo Tree Search Papers ⭐ 537

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

Deepreinforcementlearninginaction ⭐ 536

Code from the Deep Reinforcement Learning in Action book from Manning, Inc

Torch Light ⭐ 532

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

Machine Learning Articles ⭐ 519

Monthly Series - Top 10 Machine Learning Articles

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Exposure ⭐ 511

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.

Gym Starcraft ⭐ 505

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

Complete Life Cycle Of A Data Science Project ⭐ 499

Complete-Life-Cycle-of-a-Data-Science-Project

Awesome Carla ⭐ 486

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

Aigames ⭐ 484

use AI to play some games.

Awesome Deep Rl ⭐ 477

A curated list of awesome Deep Reinforcement Learning resources.

Tensorflow Reinforce ⭐ 477

Implementations of Reinforcement Learning Models in Tensorflow

Rl_algorithms ⭐ 470

Structural implementation of RL key algorithms

Free Ai Resources ⭐ 466

🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

Obstacle Tower Env ⭐ 453

Obstacle Tower Environment

Lamda Rlhf Pytorch ⭐ 444

Open-source pre-training implementation of Google's LaMDA in PyTorch. Adding RLHF similar to ChatGPT.

Warp Drive ⭐ 427

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

Grokking Deep Reinforcement Learning

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Mlinterview ⭐ 419

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

Deep Reinforcement Learning Survey ⭐ 418

My Exploration on Deep Reinforcement Learning Survey

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

Irl Imitation ⭐ 412

Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

Awesome Ai ⭐ 412

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

TensorFlow2 Reinforcement Learning

Flappy Bird Deep Q Learning Pytorch ⭐ 407

Deep Q-learning for playing flappy bird game

Tetris Deep Q Learning Pytorch ⭐ 404

Deep Q-learning for playing tetris game

Long-Term Evolution Project of Reinforcement Learning

Handful Of Trials ⭐ 400

Experiment code for "Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models"

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Panda Gym ⭐ 385

Set of robotic environments based on PyBullet physics engine and gymnasium.

Rl Chatbot ⭐ 383

🤖 Deep Reinforcement Learning Chatbot

Pokerrl ⭐ 380

Framework for Multi-Agent Deep Reinforcement Learning in Poker

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

Awesome Full Stack Machine Learning Courses ⭐ 370

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

DrQ: Data regularized Q

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Tensorlayer Tricks ⭐ 351

How to use TensorLayer

Reward Learning Rl ⭐ 348

[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering

Neural Symbolic Machines ⭐ 346

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

Pytorch Vsumm Reinforce ⭐ 342

Unsupervised video summarization with deep reinforcement learning. AAAI'18.

Resources ⭐ 333

Resources on various topics being worked on at IvLabs

Crafter ⭐ 330

Benchmarking the Spectrum of Agent Capabilities

Rltrader ⭐ 324

파이썬과 케라스를 이용한 딥러닝/강화학습 주식투자 - 퀀트 투자, 알고리즘 트레이딩을 위한 최첨단 해법 입문 (개정판)

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization

Virtualhome ⭐ 311

API to run VirtualHome, a Multi-Agent Household Simulator

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Dreamer ⭐ 310

Dream to Control: Learning Behaviors by Latent Imagination

Tetris_mcts ⭐ 309

MCTS project for Tetris

Pytorch Ddpg Naf ⭐ 304

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

Uav Ddpg ⭐ 297

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

Accel Brain Code ⭐ 289

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language proces

Allenact ⭐ 288

An open source framework for research in Embodied-AI from AI2.

Deep Learning Nlp Rl Papers ⭐ 286

Recent Deep Learning papers in NLU and RL

Reinforcement Learning Stanford ⭐ 283

🕹️ CS234: Reinforcement Learning, Winter 2019 | YouTube videos 👉

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

Artificial Intelligence Projects ⭐ 280

Collection of Artificial Intelligence projects.

Handyrl ⭐ 278

HandyRL is a handy and simple framework based on Python and PyTorch for distributed reinforcement learning that is applicable to your own environments.

Handson Ml ⭐ 277

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

RAD: Reinforcement Learning with Augmented Data

Velocity in deep-learning research

Self Driving Truck ⭐ 271

Self-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning

A Python interface for reinforcement learning environments

Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

Drl4recsys ⭐ 265

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

Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Dreamerv3 Torch ⭐ 254

Implementation of Dreamer v3 in pytorch.

Pytorch Trpo ⭐ 252

PyTorch implementation of Trust Region Policy Optimization

Reinforcement_learning ⭐ 250

Reinforcement learning tutorials

Maze Applied Reinforcement Learning Framework

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