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I am a research assistant at IIIT-Hyderabad, currently advised by Prof. K. Madhava Krishna (IIIT-Hyderabad) and Prof. Arun Kumar Singh (University of Tartu) in the Robotics lab (RRC), and Prof. Makarand Tapaswi (IIIT-Hyderabad) and Dr. Vladimir Petrik (CTU, Prague) in the Computer Vision lab (CVIT). I currently work at the intersection of generative models, robot learning, and video understanding.

I earned my Bachelor of Technology with honors in Computer Science and Engineering (CSE) from IIIT-Hyderabad, India. During my undergraduate years, I led various projects involving robotic manipulators, reinforcement learning, motion planning, and collision avoidance, under the guidance of Prof. K. Madhava Krishna.

Research Interests: I see a future where robots are omnipresent, replacing human labor in dangerous or boring tasks, speeding up science, and scaling up accessibility to resources that are otherwise difficult to reach. The two big bottlenecks for this are perception and action (sounds like pretty much everything, but not really, ha ha!). I work on scalable Perception ('Perception Heads') and Action modules ('Action Tails'), with a subtle twist on Sutton's Bitter Lesson.

Publications

EDMP: Ensemble-of-costs-guided Diffusion for Motion Planning

Kallol Saha*, Vishal Mandadi*, Jayaram Reddy*, Ajit Srikanth, Aditya Agarwal, Bipasha Sen, Arun Singh, Madhava Krishna

* denotes equal contribution and random author order

ICRA 2024

Paper / Project Page / Code/ Video

Disentangling Planning and Control for Non-prehensile Tabletop Manipulation

Vishal Mandadi*, Kallol Saha, Dipanwita Guhathakurta, M. Nomaan Qureshi, Aditya Agarwal, Bipasha Sen, Dipanjan Das, Brojeshwar Bhowmick, Arun Singh, Madhava Krishna

CASE 2023

Paper

Approaches and Challenges in Robotic Perception for Table-top Rearrangement and Planning

Aditya Agarwal*, Bipasha Sen*, Shankara Narayanan V*, Vishal Reddy Mandadi*, Brojeshwar Bhowmick, K Madhava Krishna

* denotes equal contribution and random author order

3rd in ICRA 2022 Open Cloud Table Organization Challenge

Paper / Competition / Video / Slides / Code / News1 / News2