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GeoFormer: A Vision and Sequence Transformer-based Approach for Greenhouse Gas Monitoring
Air pollution represents a pivotal environmental challenge globally, playing a major role in climate change via greenhouse gas emissions and negatively affecting the health of billions.
GeoViT: A Versatile Vision Transformer Architecture for Geospatial Image Analysis
Greenhouse gases are pivotal drivers of climate change, necessitating precise quantification and source identification to foster mitigation strategies.
Cooperative Multi-Agent Reinforcement Learning for Inventory Management
In this work, we present a system with a custom GPU-parallelized environment that consists of one warehouse and multiple stores, a novel architecture for agent-environment dynamics incorporating enhanced state and action spaces, and a shared reward specification that seeks to optimize for a large retailer's supply chain needs.
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