meltingpot

Social Learning Test Suite

Assesses generalization of multi-agent reinforcement learning algorithms to novel social situations

A suite of test scenarios for multi-agent reinforcement learning.

GitHub

637 stars
17 watching
123 forks
Language: Python
last commit: almost 2 years ago
Linked from 1 awesome list

multiagent-reinforcement-learning

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
minqi/learning-to-communicate-pytorchThis project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments.349
geek-ai/magentA platform for multi-agent reinforcement learning research and development1,700
google-deepmind/functaA repository containing code for a meta-learning experiment on image datasets150
google-deepmind/spriteworldAn environment designed to test and train reinforcement learning algorithms in a flexible, procedurally generated 2D space with various objects and interactions.369
google-deepmind/android_envA platform for defining reinforcement learning tasks on top of Android devices1,029
learning-at-home/hivemindA PyTorch library for decentralized deep learning across the Internet.2,078
multiagentlearning/playgroundA platform for developing and testing AI agents in multi-agent learning environments767
google-research/relay-policy-learningEnvironments and data for training reinforcement learning agents in a kitchen simulator108
packtpublishing/hands-on-intelligent-agents-with-openai-gymTeaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym374
mediabrain-sjtu/pfedgraphThis project enables personalized federated learning with inferred collaboration graphs to improve the performance of machine learning models on non-IID (non-independent and identically distributed) datasets.26
pengyang7881187/fedrlEnabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data56
mindagent/mindagentAn open-source platform for developing and testing AI-powered game agents79
google-deepmind/rlaxA Python library providing reinforcement learning building blocks for implementing agent policies and functions1,272
google-research/deep_opeProvides benchmarking policies and datasets for offline reinforcement learning85
lupoglaz/godotaigymEnables training of reinforcement learning models with PyTorch on Godot Engine using shared memory214