marl
Here are 71 public repositories matching this topic...
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
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Jul 5, 2024 - Python
CSoC week 4 assignment. A multi-agent environement built from scratch and trained.
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Jul 5, 2024 - Python
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
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Jul 6, 2024 - Python
A collection of MARL benchmarks based on TorchRL
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Jul 5, 2024 - Python
VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.
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Jul 5, 2024 - Python
Moss is a Python library for Reinforcement Learning.
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Jul 1, 2024 - Python
Extended, multi-agent and multi-objective (MaMoRL) environments based on DeepMind's AI Safety Gridworlds. This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents. It is made compatible with OpenAI's Gym/Gymnasium and Farama Foundation PettingZoo.
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Jun 23, 2024 - Python
A tool for aggregating and plotting MARL experiment data.
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Jun 19, 2024 - Python
Predator-Prey-Grass gridworld environment using PettingZoo, with dynamic deletion and spawning of partially observant agents.
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Jun 18, 2024 - Python
POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF settings.
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Jun 13, 2024 - Python
A Sample Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning
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Jun 10, 2024 - Python
A grid-like environment (multi-agent system) used by an intelligent agent (or more than one agent) in order for it/them to carry the orbs to the pits in a limited number of movements.
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Jun 8, 2024 - Python
Multi-agent collaboration (2 UR10s) in Omniverse Isaac Gym/Sim.
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Jun 7, 2024 - Python
This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforcement learning.
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May 25, 2024 - Python
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
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May 18, 2024 - Python
无人机动态覆盖控制;1. 实现了一个无人机点覆盖环境;2. 给出了无人机连通保持规则;3. 给出了基于MARL的控制算法
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Apr 26, 2024 - Python
A reinforcement learning cross attention channel with centralized training and execution for NMMO NeurIPS 2023
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Mar 29, 2024 - Python
train AI agents to master Free-style Gomoku(五子棋)
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Mar 2, 2024 - Python
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