pathway

alphaxos

Deep Reinforcement Learning with Self-Play

gym-stochastic

Reinforcement learning gyms for experimenting with stochasticity

probabilistic-modelling-notebooks

A collection of Jupyter notebooks on Probabilistic Models.

roberts-creek-adventure

Simple text-only adventure game system for educational purposes, made at Roberts Creek Code Club

crosslang_embed

Process multilingual phrases using embeddings. Combines translation, phrase embedding, embedding search, and embedding visualization.

gym-domain

Reinforcement learning gyms for experimenting with domain generalization, domain adaptation, and robustness to domain shift

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

BCQ

PyTorch implementation of BCQ for "Off-Policy Deep Reinforcement Learning without Exploration"

dcapy

Decision curve analysis library for Python

deep-rl-tf2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

DeepRLInTheWorld

From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..

dist-rl-tf2

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2. [C51, QR-DQN, IQN]

dnd_battle_system

Simple text-only battle system for educational purposes, made at Roberts Creek Code Club

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

FQF-and-Extensions

PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF) and Extensions: N-step Bootstrapping, PER, Noisy Layer, Dueling Networks, and parallelization.

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

machina

Deep Reinforcement Learning framework

mimic_sepsis

Sepsis cohort from MIMIC dataset

obstacle-tower-challenge

Starter Kit for the Unity Obstacle Tower challenge

playground

PlayGround: AI Research into Multi-Agent Learning.

quantile-regression-dqn-pytorch

Quantile Regression DQN a Minimal Working Example

research_howto

RL-Causality

References at the Intersection of Causality and Reinforcement Learning

rllib_tutorials

Ray RLlib tutorial material

SEPT

Single Episode Policy Transfer in Reinforcement Learning

show-notes

Changelog episode show notes in Markdown format 📝

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

spy_game_newest

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

storytime

Storytime Project for python class at IdeasSpace Grades 5-7