3 papers
cs.LG2024
GeoFormer: A Vision and Sequence Transformer-based Approach for Greenhouse Gas Monitoring
Madhav Khirwar, Ankur Narang
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 bill…
cs.CV2023
GeoViT: A Versatile Vision Transformer Architecture for Geospatial Image Analysis
Madhav Khirwar, Ankur Narang
Greenhouse gases are pivotal drivers of climate change, necessitating precise quantification and source identification to foster mitigation strategies. We introduce GeoViT, a compa…
cs.LG2023
Cooperative Multi-Agent Reinforcement Learning for Inventory Management
Madhav Khirwar, Karthik S. Gurumoorthy, Ankit Ajit Jain +1
With Reinforcement Learning (RL) for inventory management (IM) being a nascent field of research, approaches tend to be limited to simple, linear environments with implementations…