Kallol Saha

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Kallol Saha

I am a PhD student at The Robotics Institute, CMU.
I am fortunate to be advised by Prof. Jiaoyang Li and Prof. Maxim Likhachev.

I work on combining learning and planning methods for long-horizon tasks in robotics and beyond. My goal is to create generalist agents that leverage prior experience (data) to continually learn and plan, such that they are able to improvise, improve, and adapt in real-time.

Previously, I was an MSR student advised by Prof. David Held and Prof. Maxim Likhachev. A video of my MSR thesis talk is [here]. Before that, I was at RRC, IIIT Hyderabad advised by Prof. Madhava Krishna. Prior to that, I was a part of Project Manas at Manipal Institute of Technology

The preferred way of contacting me is through email: ksaha@cs.cmu.edu

Selected Publications

(* Denotes equal contribution. Click on publication to view more)


Planning from Point Clouds over Continuous Actions for Multi-object Rearrangement

Kallol Saha*, Amber Li*, Angela Rodriguez-Izquierdo*, Lifan Yu, Ben Eisner, Maxim Likhachev, David Held
CoRL 2025  (Oral Presentation - top 5.7%)
Webpage  •   Paper  •   Code


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
ICRA 2024
Webpage  •   Paper  •   Video  •   Code


Timeline

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Other Publications

(* Denotes equal contribution. Click on publication to view more)


GPD: Guided Polynomial Diffusion for Motion Planning

Ajit Srikanth*, Parth Mahanjan*, Kallol Saha*, Vishal Mandadi*, Pranjal Paul, Pawan Wadhwani, Brojeshwar Bhowmick, Arun Singh, Madhava Krishna
CASE 2025
Webpage  •   Paper


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  •   Video



Projects

(Click on project to view more)


Decision Making for Swarm Robots

Aditya Singhal, Kallol Saha, Rikin Ramachandran, Umesh Mane, Soofiyan Atar, Harmanjeet Singh Bilkhu
Done during the e-Yantra Summer Internship Program 2022, CSE Department, IIT Bombay
Video  •   Certificate


Dairy Bike

Kallol Saha (Team lead), Ashwin Disa, Srujan Kulkarni, Tanaya Gupte
First Prize Winner, e-Yantra Robotics Competition 2021-22, CSE Department, IIT Bombay
Video  •   Competition Video  •   Certificate


Project Manas

I am an alumni of the 2020-22 batch. Meet the current team here.
A Student Project on AI and Robotics at Manipal Institute of Technology
Webpage  •   Projects  •   More Pictures  •   Rise Prize Certificate  •   IPAS 2021 Certificate


Teaching & Mentoring


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