pathway

alphaxos

Deep Reinforcement Learning with Self-Play

cayley

An open-source graph database

crosslang_embed

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

ed-questionnaire

go-astar

Go implementation of the A* search algorithm

gym-domain

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

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

pathway/alphaxos

Deep Reinforcement Learning with Self-Play

pathway/gym-stochastic

Reinforcement learning gyms for experimenting with stochasticity

pathway/probabilistic-modelling-notebooks

A collection of Jupyter notebooks on Probabilistic Models.

pathway/roberts-creek-adventure

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

pathway/crosslang_embed

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

pathway/gym-domain

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

pathway/alpha-zero-general

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

pathway/BCQ

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

pathway/dcapy

Decision curve analysis library for Python

pathway/deep-rl-tf2

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

pathway/DeepRLInTheWorld

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

pathway/dist-rl-tf2

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

pathway/dnd_battle_system

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

pathway/dopamine

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

pathway/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.

pathway/gpt-2

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

pathway/machina

Deep Reinforcement Learning framework

pathway/mimic_sepsis

Sepsis cohort from MIMIC dataset

pathway/obstacle-tower-challenge

Starter Kit for the Unity Obstacle Tower challenge

pathway/playground

PlayGround: AI Research into Multi-Agent Learning.

pathway/quantile-regression-dqn-pytorch

Quantile Regression DQN a Minimal Working Example

pathway/research_howto

pathway/RL-Causality

References at the Intersection of Causality and Reinforcement Learning

pathway/rllib_tutorials

Ray RLlib tutorial material

pathway/SEPT

Single Episode Policy Transfer in Reinforcement Learning

pathway/show-notes

Changelog episode show notes in Markdown format 📝

pathway/simpletransformers

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

pathway/spy_game_newest

pathway/stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

pathway/storytime

Storytime Project for python class at IdeasSpace Grades 5-7