marl
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A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.
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Dec 23, 2018 - Python
Team-based Multi-agent Reinforcement Learning
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Feb 7, 2019 - Jupyter Notebook
This is one component of Cross-functional Team-based Multi-agent (CTMA) framework.
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Apr 19, 2019 - Jupyter Notebook
Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG
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Jul 9, 2019 - Python
Pytorch implementation of MADDPG algorithm
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Feb 12, 2020 - Python
General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems
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May 10, 2020 - C++
Multi-Agent reinforcement learning, goal is to train an agent to solve the Physical Deception problem.
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May 26, 2020 - Python
Multi-agent reinforcement learning framework
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Aug 13, 2020 - Python
My attempt to reproduce a water down version of PBT (Population based training) for MARL (Multi-agent reinforcement learning) using DDPPO (Decentralized & distributed proximal policy optimization) from ray[rllib].
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Aug 25, 2020 - Jupyter Notebook
A Study on Reinforcement Learning in Starcraft Game Platform as a Collaborative Researcher of Samsung Company.
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Sep 21, 2020 - C++
An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning
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Jan 11, 2021 - Python
Multi-agent reinforcement learning on trains, for Deep Learning class at UNIBO
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Jan 14, 2021 - TeX
A solution for Dynamic Spectrum Management in Mission-Critical UAV Networks using Team Q learning as a Multi-Agent Reinforcement Learning Approach
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Jan 30, 2021 - Python
Continual Multi-agent Reinforcement Learning in Dynamic Environments
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Jul 1, 2021 - Python
Studying emergent communication among agents in cooperative and competitive environments using Reinforcement Learning, game theory and replicator dynamics
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Aug 6, 2021 - Jupyter Notebook
IROS 2021 - Hiding Leader’s Identity in Leader-Follower Navigation through MARL
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Mar 7, 2022 - Python
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