Causal Effect Inference with Deep Latent-Variable Models

Implementation of paper DESCN, which is accepted in SIGKDD 2022.

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

An offline deep reinforcement learning library

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

Study NeuralUCB and regret analysis for contextual bandit with neural decision

A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.

Trustworthy AI related projects

PySkynet is a library for using skynet in python.

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

Share notes on learning reinforcement learing

elephantfish: 一个只有124行的中国象棋引擎

Framework to build and train RL algorithms

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"

A PyTorch Platform for Distributed RL

A Python Interface for the Arcade Learning Environment (Shared Object)

Reversi reinforcement learning by AlphaGo Zero methods.

Chess reinforcement learning by AlphaGo Zero methods.

Loose taxonomy of reinforcement learning algorithms

RLlib tutorials

A python machine learning environment for rogue.

Reinforcement learning with unsupervised auxiliary tasks

[WIP] Highly customizable rogue-like game for AI expmeriments

Massively Parallel Deep Reinforcement Learning. 🔥

Lua CJSON is a fast JSON encoding/parsing module for Lua