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open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

ostari

Practical Specification of Belief Manipulation in Games

overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

parl

PARL A high-performance distributed training framework for Reinforcement Learning

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

pdipsolver

Matrix Completion Embedded Parallel PDIP Solver

pem-dataset1

Proton Exchange Membrane (PEM) Fuel Cell Dataset

phoenixgo

Go AI program which implements the AlphaGo Zero paper

pygame-learning-environment

PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.

pymarl

Python Multi-Agent Reinforcement Learning framework

pysc2

StarCraft II Learning Environment

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

qtran

There will be updates later

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

retro

Retro Games in Gym

rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

rl-baselines3-zoo

A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.

rlkit

Collection of reinforcement learning algorithms

rlpyt

Reinforcement Learning in PyTorch

rls

Reinforcement Learning Algorithms：SAC, TD3, TAC

rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

sac

Soft Actor-Critic

sched_net

sdpa

Fork of SDPA (SemiDefinite Programming Algorithm) http://sdpa.sourceforge.net/

sdpa.jl

Julia Wrapper for SDPA (http://sdpa.sourceforge.net/)

serpentai

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

skeleton-based-generation-model

Code for "A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation" (EMNLP 2018)

smac

SMAC: The StarCraft Multi-Agent Challenge