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gymnax-blines

Baselines for gymnax 🤖

hanabi-learning-environment

hanabi_learning_environment is a research platform for Hanabi experiments.

hanabi_sad

Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning

hanabi_sparta

Research code implementing the search AI agent for Hanabi, as well as a web server so people can play against it

htkbackend

ibac-sni

Code to reproduce the NeurIPS 2019 paper "Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck" by Maximilian Igl, Kamil Ciosek, Yingzhen Li, Sebastian Tschiatschek, Cheng Zhang, Sam Devlin and Katja Hofmann.

icnn

Input Convex Neural Networks

icor-codon-optimization

RNN-based Codon Optimization Tool. Preprint paper: https://doi.org/10.1101/2021.11.08.467706

itm_carma

This repo is for the development of CARMA into a flexible aerosol processing module at ITM

kaggle_homedepot

leapfrog-triejoin

High-performance (C++) implementation of the leapfrog-triejoin algorithm by Todd Veldhuizen (http://arxiv.org/abs/1210.0481)

learning-to-communicate

Learning to Communicate with Deep Multi-Agent Reinforcement Learning

libmpdataxx

libmpdata++ - a library of parallel MPDATA-based solvers for systems of generalised transport equations

mackrl

Code for Multi-Agent Common Knowledge Reinforcement Learning (NeurIPS 2019)

maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

meme

This repository contains the code for the experiments in the paper "Communicating via Markov Decision Processes", accepted at ICML2022, S. Sokota*, C. Schroeder de Witt*, et al.

mitgcm

M.I.T General Circulation Model master code and documentation repository

models

Models built with TensorFlow

mpdata

see http://arxiv.org/abs/1301.1334

mpdata-1

MPDATA: positive definite transport equation solver by P. Smolarkiewicz et al.

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

multiagent_mujoco

Benchmark for Continuous Multi-Agent Robotic Control, based on OpenAI's Mujoco Gym environments.

openmalaria-gpu

A (partial) reimplementation of OpenMalaria on GPU using PyTorch

perfectly-secure-steganography

Contains open source code for the paper "Perfectly-secure Steganography using Minimum Entropy Coupling"

polyomino-self-assembly

pymarl

Beta code release for Python Multi-Agent Reinforcement Learning framework

pyprob_cpp

C++ front end for the pyprob probabilistic programming library

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

pytorch-es-tic-tac-toe

Evolution Strategies in PyTorch (Tic-tac-toe)