The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

A web-based roguelike written in Dart.

The Wren Programming Language. Wren is a small, fast, class-based concurrent scripting language.

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

Distributed Evolutionary Algorithms in Python

Backgammon OpenAI Gym

Forest Fire Gym Environment

Cellular Automata Environments for Reinforcement Learning

An AI for playing NES Tetris at a high level. Based primarily on search & heuristic, with high quality board evaluation through value iteration.

An OpenAI Gym interface to Tetris on the NES.

Rolling Horizon Evolutionary Algorithm in Arcade Learning Environment

☁️ Build multimodal AI applications with cloud-native stack

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Code for Go-Explore: a New Approach for Hard-Exploration Problems

A demo of using AsyncIO for music sequencing

NLPGym - A toolkit to develop RL agents to solve NLP tasks.

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Code and data for: Enhancing Rolling Horizon Evolution with Policy and Value Networks