Research Data Specialist (DHCS)
2020 - CurrentI promoted to a Research Data Specialist (RDS) I in 2020, and to an RDS II in 2021. In my new role, I've taken on a senior and leadership position among my cohorts, guiding them to think critically through problems and provide tangible return on investment through innovation. I have worked on multiple automated solutions to reduce menial labor within the department, and have worked on high-profile projects to minimize risk and liability to the Department, while furthering my technical knowledge and broadening my skillset.
Research Data Analyst (DHCS)
2019-2020I joined the Department of Healthcare Services in order to leverage my technical knowledge to aid governmental innovation. At DHCS, I was hired on to the Business Innovation Branch (BIB), where I work with both internal and external stakeholders to understand business problems and pain points, and deliver solutions and innovations to streamline processes and reduce government waste.
Lead Technical Architect (Airlitix)
2018 - 2019Looking to use my skills for the good of the community, I broadened my horizons while working on my post-doctoral study, and joined a startup company working to do automated crop monitoring using indoor flying drones to protect California's vulnerable greenhouse crops. In this position, I took lead in the design of algorithms and integration of various robotics solutions, such as path-planning and task-planning and robot vision. I also took a leading role in talking with stakeholders to describe the solution and understand the needs of our customers, and oversaw testing of the platform in test environments and in commercial greenhouses.
Post-Doctoral Study: University of Michigan
2017 - 2018After defending my thesis, I began post-doctoral study with Dmitry Berenson at the ARM Lab at the University of Michigan. I worked together with graduate and undergraduate students exploring optimality properties of sampling-based planners under difficult constraints and unique control paradigms.
Doctoral Study: Rutgers University
2012 - 2017Under the guidance of my graduate advisor Kostas Bekris, I completed my Ph.D. study focusing on compact planning representations for teams of manipulator robots at the PRACSYS lab at Rutgers University. Together with a talented team of students, I produced over a dozen peer-reviewed publications, and had the opportunity to work on challenging projects such as the Amazon Picking Challenge and building a large open-source software package (see the Projects page for more details on these).
Master's Study: University of Nevada, Reno
2010 - 2012I began my graduate studies at the University of Nevada, Reno under the guidance of Dr. Bekris after completing my undergraduate degree. During this time, I began working on the foundations of what would become the PRACSYS software, and I began my research into sparse roadmap spanners, getting my first publication to WAFR.
Undergraduate Study: University of Nevada, Reno
2006 - 2010My undergraduate study started in my home state of Nevada, at the University of Nevada, Reno. I earned my bachelor's of computer science degree, graduating with high distinction.
2019
Shome, R., Solovey, K., Dobson, A., Halperin, D.
and Bekris, K.E. "DRRT*: Scalable And
Informed Asymptotically-Optimal Multi-Robot Motion
Planning” Autonomous Robots.
PDF
Liu, K., Zhang, Y., Dobson, A., and Berenson, D.
"Asymptotically Near-Optimal Methods for
Kinodynamic Planning with Initial State Uncertainty"
IEEE Robotics and Automation Letters
(RA-L).
2017
Dobson, A., Solovey, K., Shome, R., Halperin, D.,
and Bekris, K.E. “Scalable Asymptotically-Optimal
Multi-Robot Motion Planning” 1st IEEE
International Symposium on Multi-Robot and Multi-Agent
Systems (MRS) [Best Paper Award]
PDF
2016
Littlefield, Z., Zhu, S., Kourtev, C., Psarakis, Z.,
Shome, R., Kimmel, A., Dobson, A., De Souza, A.F.,
and Bekris, K.E. “Evaluating End-Effector
Modalities For Warehouse Picking: A Vacuum Gripper
vs a 3-Finger Underactuated Hand” 12th
IEEE International Conference on Automation Science
and Engineering (IEEE CASE)
PDF
2015
Bekris, K.E., Shome, R., Krontiris, A., and Dobson,
A. “Cloud Automation: Precomputing Roadmaps
for Flexible Manipulation” IEEE Robotics
and Automation Magazine.
PDF
Kolchmeyer, R., Dobson, A., and Bekris, K.E.
“Expected Path Degradation When Searching
over a Sparse Grid Hierarchy” In
Symposium on Combinatorial Search (SoCS).
PDF
Dobson, A., Moustakides, G.V., and Bekris, K.E.
“Geometric Probability Results For Bounding
Path Quality In Sampling-Based Roadmaps After Finite
Computation” IEEE International
Conference on Robotics and Automation (ICRA)
PDF
Dobson, A., and Bekris, K.E. “Planning
Representations And Algorithms For Prehensile
Multi-Arm Manipulation” IEEE/RSJ
International Conference on Intelligent Robots and
Systems (IROS)
PDF
2014
Littlefield, Z., Krontiris, A., Kimmel, A., Dobson,
A., Shome, R., and Bekris, K.E. “An
Extensible Software Architecture For Composing
Motion And Task Planners” International
Conference on Simulation, Modeling, and Programming
for Autonomous Robots (SIMPAR)
PDF
Dobson, A., and Bekris, K.E. “Improved
Heuristic Search For Computing Sparse Data
Structures For Motion Planning” Symposium
on Combinatorial Search (SoCS)
PDF
Krontiris, A., Shome, R., Dobson, A., Kimmel, A.,
and Bekris, K.E. “Rearranging Similar
Objects With A Manipulator Using Pebble Graphs”
IEEE-RAS International Conference on
Humanoid Robots (HUMANOIDS)
PDF
Dobson, A., and Bekris, K.E. “Sparse Roadmap
Spanners For Asymptotically Near-Optimal Motion
Planning” International Journal of
Robotics Research (IJRR) 33(1): 18-47
PDF
2013
Dobson, A., and Bekris, K.E.“Finite-Time
Near-Optimality Properties of Sampling-Based Motion
Planners” IEEE/RSJ International
Conference on Intelligent Robots and Systems (IROS)
PDF
Dobson, A., and Bekris, K.E. “Improving
Sparse Roadmap Spanners” IEEE
International Conference on Robotics and Automation
(ICRA) PDF
2012
Kimmel, A., Dobson, A., and Bekris, K.E.
“Maintaining Team Coherence Under The Velocity
Obstacle Framework” International
Conference on Autonomous Agents and Multiagent
Systems (AAMAS)
PDF
Kimmel, A., Dobson, A., Littlefield, Z., Krontiris,
A., Marble, J., and Bekris, K.E.“PRACSYS: An
Extensible Architecture For Composing Motion
Controllers And Planners” Simulation,
Modeling and Programming for Autonomous Robots
(SIMPAR) PDF
Dobson, A. “Provably Asymptotically
Near-Optimal Motion Planning With Sparse Data
Structures” MS Thesis, Computer Science
and Engineering, University of Nevada, Reno
Dobson, A., Krontiris, A., and Bekris, K.E.
“Sparse Roadmap Spanners” Workshop on
the Algorithmic Foundations of Robotics (WAFR)
PDF