research
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04/12/2023
Learning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics
Finding a balance between collaboration and competition is crucial for a...
research
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11/14/2022
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation
We approach autonomous drone-based reforestation with a collaborative mu...
research
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04/24/2022
Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution
Most real-world domains can be formulated as multi-agent (MA) systems. I...
research
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11/30/2021