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251 search results found

Reinforcement Learning An Introduction ⭐ 12,490

Python Implementation of Reinforcement Learning: An Introduction

Awesome Artificial Intelligence ⭐ 8,777

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

Palm Rlhf Pytorch ⭐ 7,496

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

Tensorlayer ⭐ 7,301

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

Reinforcement Learning ⭐ 4,115

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

Awesome Chatgpt ⭐ 3,711

ChatGPT资料汇总学习，持续更新......

Dm_control ⭐ 3,541

Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

Polyaxon ⭐ 3,438

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Tensorwatch ⭐ 3,333

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Data Science Best Resources ⭐ 2,718

Carefully curated resource links for data science in one place

Awesome Ml Courses ⭐ 2,324

Awesome free machine learning and AI courses with video lectures.

Awesome Mlss ⭐ 2,266

List of summer schools in machine learning + related fields across the globe

Rlcard ⭐ 2,260

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

An End-To-End, Lightweight and Flexible Platform for Game Research

Simulator ⭐ 2,029

A ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles

Papers Literature Ml Dl Rl Ai ⭐ 1,798

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

Habitat Lab ⭐ 1,670

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

Snake ⭐ 1,596

Artificial intelligence for the Snake game.

Deep Neuroevolution ⭐ 1,502

Deep Neuroevolution

Tensor House ⭐ 1,152

A collection of reference Jupyter notebooks and demo AI/ML applications for enterprise use cases: marketing, pricing, supply chain, smart manufacturing, and more.

Awesome Ai Books ⭐ 1,086

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

Basic_reinforcement_learning ⭐ 978

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Doyouevenlearn ⭐ 963

Essential Guide to keep up with AI/ML/DL/CV

Evotorch ⭐ 941

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Papers I Read ⭐ 928

Batch Ppo ⭐ 919

Efficient Batched Reinforcement Learning in TensorFlow

Lux Design S1 ⭐ 888

Home to the design and engine of the @Lux-AI-Challenge Season 1, hosted on @kaggle

Spiceai ⭐ 802

Build apps that learn and adapt. Time series AI for developers.

Rex Gym ⭐ 759

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Dreamerv3 ⭐ 749

Mastering Diverse Domains through World Models

Super Mario Bros A3c Pytorch ⭐ 735

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

Pygame Learning Environment ⭐ 727

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

Pysc2 Examples ⭐ 721

StarCraft II - pysc2 Deep Reinforcement Learning Examples

Ml University ⭐ 710

Machine Learning Open Source University

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

Pomdps.jl ⭐ 616

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

Ai Toolbox ⭐ 611

A C++ framework for MDPs and POMDPs with Python bindings

Overcooked_ai ⭐ 593

A benchmark environment for fully cooperative human-AI performance.

Holodeck ⭐ 566

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

Animalai Olympics ⭐ 552

Code repository for the Animal AI Olympics competition

Skychat Chinese Chatbot Gpt3 ⭐ 543

SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等 SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing.

Awesome Game Ai ⭐ 522

Awesome Game AI materials of Multi-Agent Reinforcement Learning

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

David Silver Reinforcement Learning ⭐ 509

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

Gym Starcraft ⭐ 505

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

Ghost in the Minecraft: Generally Capable Agents for Open-World Environments via Large Language Models with Text-based Knowledge and Memory

Aigames ⭐ 484

use AI to play some games.

Free Ai Resources ⭐ 466

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

A Configurable Recommender Systems Simulation Platform

Lamda Rlhf Pytorch ⭐ 444

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

This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).

Grokking Deep Reinforcement Learning

Arnold - DOOM Agent

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

Skytext Chinese Gpt3 ⭐ 420

SkyText是由奇点智源发布的中文GPT3预训练大模型，可以进行文章续写、对话、中英翻译、内容风格 SkyText is a Chinese GPT3 pre-trained large model released by Singularity-AI, which can perform different tasks such as chatting, Q&A, and Chinese-English translation.

Huskarl ⭐ 417

Deep Reinforcement Learning Framework + Algorithms

Awesome Ai ⭐ 412

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

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Lux Design S2 ⭐ 387

Repository for the Lux AI Challenge, season 2 (NeurIPS 23). Hosted on @kaggle

Panda Gym ⭐ 385

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

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

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

Sharpneat ⭐ 357

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

Crafter ⭐ 330

Benchmarking the Spectrum of Agent Capabilities

Pypokerengine ⭐ 320

Poker engine for poker AI development in Python

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

Machinelearningroguelike ⭐ 315

A small Roguelike game that uses Machine Learning to power its entities. Originally used in talks by Ciro & Alessia.

Di Sheep ⭐ 313

羊了个羊 + 深度强化学习（Deep Reinforcement Learning + 3 Tiles Game)

Dreamer ⭐ 310

Dream to Control: Learning Behaviors by Latent Imagination

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

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.

Artificial Intelligence Projects ⭐ 280

Collection of Artificial Intelligence projects.

Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving

A framework for multi-agent reinforcement learning.

🎲 Vectorized RL game environments in JAX [NeurIPS23]

Dinoruntutorial ⭐ 254

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

Dynalang ⭐ 248

Code for "Learning to Model the World with Language."

Poke Env ⭐ 245

A python interface for training Reinforcement Learning bots to battle on pokemon showdown

DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation

Machine Learning Goodness ⭐ 235

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

Awesome Papers Autonomous Agent ⭐ 230

A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.

Applied Reinforcement Learning ⭐ 219

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Thought Cloning ⭐ 217

[NeurIPS '23 Spotlight] Thought Cloning: Learning to Think while Acting by Imitating Human Thinking

Mindmaker ⭐ 202

MindMaker UE4 Machine Learning Toolkit

Evostra ⭐ 196

A fast Evolution Strategy implementation in Python

Megaverse ⭐ 190

High-throughput simulation platform for Artificial Intelligence reseach

Amazing Machine Learning Opensource 2019 ⭐ 189

Amazing Machine Learning Open Source Tools and Projects for the Past Year (v.2019)

Airlearning ⭐ 185

Public repository for Air Learning project

AI research environment for the Atari 2600 games 🤖.

Rl_trading ⭐ 181

An environment to high-frequency trading agents under reinforcement learning

Adeptrl ⭐ 178

Reinforcement learning framework to accelerate research

Retro Learning Environment ⭐ 178

The Retro Learning Environment (RLE) -- a learning framework for AI

Deep Rts ⭐ 169

A Real-Time-Strategy game for Deep Learning research

Mindpark ⭐ 166

Testbed for deep reinforcement learning

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