MIT · CSAIL · AeroAstro

Building robots that think, act, and plan like humans.

Welcome to the Model-Based Embedded and Robotic Systems (MERS) Group. We develop Cognitive Robots using model-based techniques, grounded in real-world missions from deep space exploration to healthcare.

20+

Years of research

9

Current members

4

Research themes

6

Mission domains

Cognitive robots, built on models

We enable cognitive robotic characteristics using model-based techniques: a set of methods to model the robot and its environment, and algorithms that use these models to provide our desired functionality.

The functionalities we are presently most interested in include reasoning about the environment, adaptability, risk-assessment, human-robot collaboration, and multi-agent planning.

We focus on scenario-driven research, grounding our methods in real-world problems such as assembly and manufacturing, autonomous driving, deep space exploration, healthcare and household assistance, search and rescue, and underwater exploration.

The people behind the robots

Led by Professor Brian C. Williams, our group brings together researchers in planning, learning, and autonomy from across MIT.

Meet Everyone
Portrait of Brian C. WilliamsPortrait of Farzaneh MirzazadehPortrait of Viraj ParimiPortrait of Dominique RegliPortrait of Luke Kenworthy

Recent news

All news

Spring 2026

Aneesh Jois, Cecilia Zagara, Dominique Regli, Ian Lee, Ingrid Wu, and Morgan Schaefer graduated with their SM degrees!

Spring 2026

Luke Kenworthy and Dominique Regli passed the Qualifying Exams!

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