Multimodal Learning, Interaction, and Perception Lab

Lab Director

Jivko Sinapov
Associate Professor
Department of Computer Science
[Personal Website]



Graduate Students

Shivam Goel
Graduate Student (pursuing PhD in Computer Science)
Department of Computer Science
[Personal Website]

Research Interests: Reinforcement learning, Robot Intelligence, Multi-agent Systems

Shivam is interested in Reinforcement learning (RL) and applied RL in making intelligent robots. His current research focuses on continual and lifelong learning in reinforcement learning to make machines adaptable to changes in the environment. He usually finds free time to do photography, traveling, cooking, and running.

Yash Shukla
Graduate Student (pursuing PhD in Computer Science)
Department of Computer Science
[Personal Website]

Research Interests: Reinforcement Learning for Robotics

Yash is interested in reinforcement learning, multiagent systems and their applications to robotics. His current research focuses on identifying reinforcement learning techniques that bridge the gap between simulation and reality. Outside of research, he loves to play board games, travel and watch movies.

Anirudh Nair
Graduate Student (pursuing PhD in Computer Science)
Department of Computer Science
[Personal Website]

Research Interests: Deep Learning for Robotics, Multimodal Perception

Anirudh is interested in robotics, imitation learning, reinforcement learning, and computer vision. Outside of research, he enjoys walking and listening to music (a lot), watching movies, and traveling.

Tanushree Burman
Graduate Student (pursuing PhD in Computer Science)
Department of Computer Science

Research Interests: Reinforcement Learning for Robotics

Tanushree works with integrating AI/RL in stem education using novel engineering. Her interests include explainable RL and human in the loop reinforcement learning.

Brennan Miller-Klugman
Graduate Student (pursuing PhD in Computer Science)
Department of Computer Science
[Personal Website]

Research Interests: Human-Robot Interaction, Augmented Reality, Multi-agent Systems

Brennan is interested in augmented reality and how it can be used to facilitate human-robot interactions. Outside of his research, Brennan enjoys playing board games, reading, and spending time with his dogs.

Si Liu
Graduate Student (pursuing PhD in Computer Science)
Department of Computer Science

Research Interests: Deep Learning for robotics, Multimodal Learning

Si is interested in Multimodal Deep Learning and its practical implementation in robotics. She is currently exploring knowledge transfer among robots equipped with multiple sensors. Outside of research, she enjoys snowboarding, basketball, running, and video games.

Julia Santaniello
Graduate Student (pursuing PhD in Computer Science)
Department of Computer Science

Research Interests: Human-in-the-loop Learning, Brain-Computer Interfaces, Human-Computer Interaction

Julia is interested in human-in-the-loop reinforcement learning and it’s application to robotics. She is currently exploring how implicit neural and biological feedback can enhance artificial agent and robot learning. Outside of research, she enjoys painting, sculpting and volleyball.

Alumni and Past Advisees

Andre Cleaver
PhD in Human-Robot Interaction, Spring 2024
[Personal Website]

Dissertation: Creating a Shared Reality with Robots: How Augmented Reality can Facilitate Perception-Related Tasks, Guide Manipulation Behaviors, and Identify Trajectory Failures




Gyan Tatiya
Ph.D. in Computer Science, Fall 2023
[Personal Website]

Job after Tufts: Microsoft AI
Dissertation: Learning and Transferring Implicit Knowledge of Object Properties Across Robots via Interactive Perception




Evana Gizzi
Joint Ph.D. in Computer Science and Cognitive Science, Spring 2022

Job after Tufts: NASA Goddard
Dissertation: Creative Problem Solving in Intelligent Agents: Domain-Agnostic Methods for Novelty Resolution




Saurav Gyawali
B.Sc. in Computer Science and Mathematics, Spring 2021

Job after Tufts: Software Engineer, Arista Networks
Representative Publication: A Novelty-Centric Agent Architecture for Changing Worlds




Charles DeLorey
B.Sc. in Computer Science, Spring 2020

Job after Tufts: Masters student in medical robotics, Imperial College London
Representative Project: Design, fabrication, and programming of 5-fingered underactuated robotic hand for use with ROS




Michael Edegware
B.Sc. in Mechanical Engineering, Spring 2020
[Personal Website]

Job after Tufts: Software Engineer, RightHand Robotics
Representative Publication: Haptic Knowledge Transfer Between Heterogeneous Robots using Kernel Manifold Alignment




Mateo Guaman
B.Sc. in Electrical Engineering, Spring 2020
[Personal Website]

Job after Tufts: Research Staff, Tufts University
Representative Publication: Creative Problem Solving by Robots Using Action Primitive Discovery




Amel Hassan
B.Sc. in Computer Science, Spring 2020
[Personal Website]

Job after Tufts: Software Engineer at Microsoft
Representative Publication: Creating a Shared Reality with Robots




Faizan Muhammad
B.Sc. in Computer Science, Spring 2020
[Personal Website]

Job after Tufts: Software Engineer, Google, Mountain View, CA
Representative Publication: Creating a Shared Reality with Robots




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  • Room 474
    177 College Ave
    Medford, MA 02155

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