1274 Open source projects that are alternatives of or similar to Allenact

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High Fidelity Simulator for Reinforcement Learning and Robotics Research.

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

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

High Fidelity Simulator for Reinforcement Learning and Robotics Research.

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

Framework for Multi-Agent Deep Reinforcement Learning in Poker

AI斗地主

A life simulation for exploring social dynamics

Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)

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Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

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

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A library of reinforcement learning components and agents

Accelerated deep learning R&D

A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.

An environment to high-frequency trading agents under reinforcement learning

Google Research

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Code repository for the Animal AI Olympics competition

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

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

Open-source simulator for autonomous driving research.

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

JavaScript Digital Organisms simulator

StarCraft II - pysc2 Deep Reinforcement Learning Examples

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

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

Testbed for deep reinforcement learning

Scalable Implementation of Deep CFR and Single Deep CFR

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

Vision-and-Language Navigation in Continuous Environments using Habitat

Reinforcement Learning for WeChat Jump

Awesome Game AI materials of Multi-Agent Reinforcement Learning

A fast Evolution Strategy implementation in Python

AI research environment for the Atari 2600 games 🤖.

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

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

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

use AI to play some games.

Deep Neuroevolution

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain

Multiple implementations for abstractive text summurization , using google colab

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

OpenAI's cartpole env solver.

AI for Snake game trained from pixels using Deep Reinforcement Learning (DQN).

A list of papers on system design.

Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

Artemis is a free genome viewer and annotation tool that allows visualization of sequence features and the results of analyses within the context of the sequence, and its six-frame translation

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Python package for doing RPA

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