Arko Provo Mukherjee

Microsoft, Iowa State University

Microsoft Research

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Tool Use & Agents (1)World Models & Planning (1)

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Subhojyoti Mukherjee (1)Stefano Petrangeli (1)B. Kveton (1)Trung Bui (1)

Papers (1)

Mar 7, 2026

4d ago·also Microsoft Research

Agentic Planning with Reasoning for Image Styling via Offline RL

Forget direct prompt editing: this agentic planning framework, powered by offline RL and synthetic data, masters complex image styling by breaking it down into interpretable tool sequences.

Subhojyoti Mukherjee, Stefano Petrangeli, B. Kveton +3

Computer Vision Tool Use & Agents World Models & Planning

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Arko Provo Mukherjee

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)