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.
637 stars
17 watching
123 forks
Language: Python
last commit: 3 months ago
Linked from 1 awesome list
multiagent-reinforcement-learning
Related projects:
Repository | Description | Stars |
---|---|---|
| This project implements a PyTorch-based framework for learning discrete communication protocols in multi-agent reinforcement learning environments. | 349 |
| A platform for multi-agent reinforcement learning research and development | 1,700 |
| A repository containing code for a meta-learning experiment on image datasets | 150 |
| An environment designed to test and train reinforcement learning algorithms in a flexible, procedurally generated 2D space with various objects and interactions. | 369 |
| A platform for defining reinforcement learning tasks on top of Android devices | 1,029 |
| A PyTorch library for decentralized deep learning across the Internet. | 2,078 |
| A platform for developing and testing AI agents in multi-agent learning environments | 767 |
| Environments and data for training reinforcement learning agents in a kitchen simulator | 108 |
| Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym | 374 |
| This 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 |
| Enabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data | 56 |
| An open-source platform for developing and testing AI-powered game agents | 79 |
| A Python library providing reinforcement learning building blocks for implementing agent policies and functions | 1,272 |
| Provides benchmarking policies and datasets for offline reinforcement learning | 85 |
| Enables training of reinforcement learning models with PyTorch on Godot Engine using shared memory | 214 |