Team members, projects, expertise

  • Who and where: Name, institution, some sort of contact info like a link to their web page
  • Programs: What projects they are, or were recently, working on (e.g. mobile vehicle navigation and path planning)
  • Methods: What techniques they specialize in (e.g. SLAM, supervised machine learning, Bayesian methods for sensor fusion...)
  • Idea is maybe to eventually add a 4th column for mapping to CTA Needs.

Copy & paste the table formatting code below for each new entry

Who and where Programs Methods
Brian Yamauchi, iRobot Lead

  • PhD? Ohio State

Stingray - Immersive teleoperation for high speed Warrior platform control

Daredevil - Ultra Wide Band (UWB) radar for navigation

Wayfarer - autonomous reconnaissance missions using LIDAR and stereovision

Machine Learning
Leslie Kaelbling, MIT
  • PhD in CS from Stanford, 1990
  • Previously at Brown, SRI, and Teleos
  • Founded Journal of Machine Learning Research
  • Currently Research Director of CSAIL
  • Works with Lozano-Perez
  • http://people.csail.mit.edu/lpk/

  • Adaptive Controllers for Modular Robotics
  • Path Planning
  • Theoretical
  • New approaches to Markov Decision Processes and Reinforcement Learning
  • Multi-agent and distributed learning
  • Segmentation of motion
Russ Tedrake, MIT

  • PhD in EECS from MIT in 2004 with Sebastian Seung
  • Tedrake page

  • Little Dog
  • Perching of Fixed-wing and Flapping UAVs
  • Passive Dynamic Walkers
  • Path Planning
  • Reinforcement Learning (model based and not)
  • Nonlinear control of underactuated systems
Tomas Lozano-Perez Current projects that we would be interested in:
  • Path planning and (some) manipulation.
  • Vision based object recognition
Probabilistic models for uncertainty.
  • POMDPs (Partially observable Markhoff decision processes)
  • MAP estimation
Teleoperation for training robots
Missy Cummings High level human-robot interaction and control
  • Swarms and swarm control
  • Human management of autonomous robot groups
Cynthia Breazeal
  • Human Robot Interaction
  • Social Robots
Not much of what she is doing is exceptionally applicable to manipulation. There is one paper (on the "Huggable") which does go into detail on sensing skins
Jonathon How
  • Professor, MIT Department of Aeronautics and Astronautics,
  • Previously at Stanford,
  • Ph.D., Department of Aeronautics and Astronautics, MIT
  • S.M., Department of Aeronautics and Astronautics, MIT
  • B.A.Sc., Engineering Science (Aerospace), University of Toronto.
  • Activity planning and trajectory design for cooperating vehicles (UAVs and robots)
  • Spacecraft navigation, control, and autonomy
  • Feedback controls perspective to high-level planning
    • Planner in the loop -> stability, disturbance rejection, performance robustness?
    • Effect of noise and uncertainty on closed loop system
  • Algorithms for cooperative activity and path planning.
  • Multi-agent systems, Linear programming

Seth Teller, MIT EECS Department
  • PostDoc at Princeton
  • Ph.D. at Berkeley
  • Undergraduate at Wesleyan
  • non-linear optimization of SLAM
  • pose graph optimization of SLAM
  • particle flow (built upon optical flow, feature tracking)

Dr. Henrik I. Christensen, Georgia Tech
  • earned M.Sc. and Ph.D. EE degrees from Aalborg University, 1987 and 1990
  • held positions at Aalborg University, Oak Ridge National Laboratory, and Royal Institute of Technology before joining Georgia Tech
  • Sting Racing
  • mobile manipulation topics:
    • sensory perception for situation awareness, interactive acquisition of skills and tasks, and interpretation of actions in the environment.
    • sensor based servoing, platform-actuator integration, navigation, safe operation in the presence of humans and Human Robot Interaction.
  • mapping and robot vision
  • multi-sensor and multi-target tracking
  • machine learning
  • Real-Time & graphical SLAM techniques
  • Control Design
  • Categorial Perception
  • bilateral agent negotiation
  • reinforcement learning
Ronald Arkin
  • Regents' Professor, Associate Dean for Research
  • School of Interactive Computing, College of Computing, Georgia Tech
  • Ph.D. 1987 University of Massachusetts (Amherst)
  • M.S. 1977 Stevens Institute of Technology
  • B.S. 1971 University of Michigan (Ann Arbor)
  • cooperation, communication, and mission specification in reactive multiagent robotic systems
  • unmanned aerial vehicles
  • usable autonomous agents
  • human-robot interaction and robot ethics
  • ecological robotic systems

Emilio Frazzoli
  • Distributive, Cooperative control of multiple vehicles
  • Guidance and Control of multiple vehicles
  • Mobile Robotics
  • Mobility-Dependent Motion Planning for High-Speed Robotic Vehicles
  • Cooperative Networked Control of Dynamical Peer-to-Peer Vehicle Systems
  • Linear Temporal Logic
  • Metric Temporal Logic
  • Stochastic Methods
  • Lyapunov Analysis
Ron Lumia (UNM)
  • Sensory-interactive robot control
  • Directed (active) vision and image processing
  • Micromanipulation
  • Fuzzy logic grasping
  • Gripper fabrication using artificial muscles
Greg Starr (UNM)
  • Robotic motion control
  • Grasping with multi-fingered hands
  • Same as Lumia, pretty much
Aaron Dollar (Yale)
  • PhD? Harvard
  • Current: postdoc at MIT

  • Underactuated grasping systems
  • Grasp planning using partially observed Markov decision process (POMDP)
  • SDM
  • Tactile sensors based on IR emitter Detector pairs.
Peter Allen

 
This site is powered by the TWiki collaboration platformCopyright &© by the contributing authors. All material on this collaboration platform is the property of the contributing authors.
Ideas, requests, problems regarding TWiki? Send feedback