Russ Tedrake
Also known as Russell Tedrake
Russ Tedrake is an MIT roboticist whose work runs from a walking robot that taught itself to stride to large behavior models for humanoids. After a computer engineering degree at Michigan in 1999 and an MIT PhD with Sebastian Seung in 2004, he presented Toddler in 2005, a robot that learned to walk in about 600 steps. With CSAIL's Robot Locomotion Group he built a glider that lands on a wire like a bird, developed LQR-trees for control guarantees, and led Team MIT's Atlas humanoid at the 2015 DARPA Robotics Challenge. His 2022 paper on differentiable simulators won an ICML Outstanding Paper award, and at Toyota Research Institute he co-led the 2025 project in which a single large behavior model controlled Boston Dynamics' Atlas. Since 2026, he is co-founder and CEO of Walden Robotics, a TRI spinout whose wheeled semi-humanoids work in a Toyota plant, and he remains the Toyota Professor at MIT.
Timeline
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1999–2004
Michigan and an MIT PhD
After high school in a Detroit suburb, he earns a B.S.E. in computer engineering at the University of Michigan in 1999 and spends a summer at the Santa Fe Institute simulating networks of neurons. He completes an MIT PhD in electrical engineering and computer science in 2004, doing his research in Sebastian Seung's lab in the Department of Brain and Cognitive Sciences.
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2005
Toddler learns to walk
As a postdoctoral associate in MIT's Department of Brain and Cognitive Sciences, he presents Toddler, a robot whose learning software teaches it to walk in less than 20 minutes, or about 600 steps. The work appears in Science in February 2005, coauthored with Andy Ruina, Steven Collins and Martijn Wisse.
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2005–2010
A glider that perches
In 2005, he and Rick Cory start work on a glider that can land on a wire like a bird, and Cory is named the 2010 Boeing Engineering Student of the Year for the project. As an EECS assistant professor, he is chosen for the 2008 Microsoft New Faculty Fellowship Program.
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2012
Tenure and LQR-trees
MIT's EECS department promotes him to associate professor with tenure in July 2012, and he receives the 2012 Ruth and Joel Spira Teaching Award. His Robot Locomotion Group at CSAIL builds bipeds that walk, quadrupeds that run and jump, and aircraft that land on a perch. A key result of his work is linear-quadratic regulator (LQR) trees, a tool for control guarantees on systems with complicated nonlinear dynamics.
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2015
Atlas at the DARPA challenge
He leads Team MIT's entry in the DARPA Robotics Challenge. At the June 2015 event in Pomona, California, the team's Atlas humanoid falls while leaving a vehicle and breaks its right wrist, and the team switches the robot to its left arm to continue the run.
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2022
An ICML outstanding paper
With Hyung Ju Suh, Max Simchowitz and Kaiqing Zhang, he writes "Do Differentiable Simulators Give Better Policy Gradients?", an ICML 2022 Outstanding Paper. The paper shows that stiffness or discontinuities in physical systems can weaken first-order gradient estimates for reinforcement learning, and proposes an alpha-order estimator that combines exact gradients with zero-order methods.
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2023–2025
Large behavior models at TRI
In September 2023, while he is vice president of robotics research at Toyota Research Institute, TRI unveils a diffusion-policy approach that has taught robots more than 60 dexterous skills from demonstrations, a step toward large behavior models (LBMs). In August 2025, as TRI's senior vice president of LBMs, he co-leads the Boston Dynamics project in which a single LBM controls the entire Atlas humanoid. Drake, a C++ toolbox started by the Robot Locomotion Group, grows under core development led by TRI.
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Since 2026
Co-founding Walden Robotics
TRI spins out Walden Robotics in January 2026, and he leads it as co-founder and CEO after 10 years as a TRI senior vice president. Walden emerges from stealth in July 2026 with $300 million in funding and a wheeled semi-humanoid that works at a Toyota plant in North America, a design he favors because factories already have safety cases for wheeled robots. He remains the Toyota Professor of EECS, Aeronautics and Astronautics, and Mechanical Engineering at MIT.
Career
- Since 2026Walden RoboticsCo-founder and CEO
- Since 2005Massachusetts Institute of TechnologyPostdoctoral Associate, Associate Professor with tenure
- 2023–2025Toyota Research InstituteVice President of Robotics Research, Senior Vice President of LBMs
Education
- 2004Massachusetts Institute of TechnologyPhD in electrical engineering and computer science
- 1999University of MichiganB.S.E. in computer engineering
Sources and credits
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- Robot Locomotion Group: Russ Tedrake
- Connoisseur of chaos | MIT News
- Teams build robots that walk like humans | MIT News
- Rick Cory named Boeing Engineering Student of the Year | MIT News
- Awards and honors | MIT News
- Tedrake Receives Tenure | MIT CSAIL
- Team MIT's robot lost the DARPA challenge but won over the crowd
- ICML 2022 Awards
- How TRI is using Generative AI to teach robots new behaviors
- AI-Powered Robot by Boston Dynamics and Toyota Research Institute Takes a Key Step Towards General-Purpose Humanoids | Toyota Research Institute
- Drake: Model-Based Design and Verification for Robotics
- Walden Robotics launches at $1.1B valuation for general-purpose robots - The Robot Report
- Why Walden’s Humanoid Robots Run on Wheels, Not Hype - IEEE Spectrum



