Researcher

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

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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.

  7. 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.

  8. 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

  1. Since 2026Walden RoboticsCo-founder and CEO
  2. Since 2005Massachusetts Institute of TechnologyPostdoctoral Associate, Associate Professor with tenure
  3. 2023–2025Toyota Research InstituteVice President of Robotics Research, Senior Vice President of LBMs

Education

  1. 2004Massachusetts Institute of TechnologyPhD in electrical engineering and computer science
  2. 1999University of MichiganB.S.E. in computer engineering

Sources and credits

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  1. Robot Locomotion Group: Russ Tedrake groups.csail.mit.edu. Checked 20 October 2026.
  2. Connoisseur of chaos | MIT News news.mit.edu. Checked 20 October 2026.
  3. Teams build robots that walk like humans | MIT News news.mit.edu. Checked 20 October 2026.
  4. Rick Cory named Boeing Engineering Student of the Year | MIT News news.mit.edu. Checked 20 October 2026.
  5. Awards and honors | MIT News news.mit.edu. Checked 20 October 2026.
  6. Tedrake Receives Tenure | MIT CSAIL csail.mit.edu. Checked 20 October 2026.
  7. Team MIT's robot lost the DARPA challenge but won over the crowd engadget.com. Checked 20 October 2026.
  8. ICML 2022 Awards icml.cc. Checked 20 October 2026.
  9. How TRI is using Generative AI to teach robots new behaviors therobotreport.com. Checked 20 October 2026.
  10. AI-Powered Robot by Boston Dynamics and Toyota Research Institute Takes a Key Step Towards General-Purpose Humanoids | Toyota Research Institute tri.global. Checked 20 October 2026.
  11. Drake: Model-Based Design and Verification for Robotics drake.mit.edu. Checked 20 October 2026.
  12. Walden Robotics launches at $1.1B valuation for general-purpose robots - The Robot Report therobotreport.com. Checked 20 October 2026.
  13. Why Walden’s Humanoid Robots Run on Wheels, Not Hype - IEEE Spectrum spectrum.ieee.org. Checked 20 October 2026.