|
|
@@ -0,0 +1,49 @@
|
|
|
+<!--
|
|
|
+title: Research Interests
|
|
|
+-->
|
|
|
+
|
|
|
+# Research Interests
|
|
|
+
|
|
|
+## Past Research:
|
|
|
+I was selected for an NSF-funded undergraduate research experience at the University of Cincinnati. I and two other students researched novel stereovision filtering, computer vision, and obstacle avoidance algorithms on UC's intelligent ground vehicles.
|
|
|
+
|
|
|
+As a graduate student at Drexel University, I participated in the DARPA Robotics Challenge and developed experience with the Hubo humanoid robot.
|
|
|
+
|
|
|
+## Past Areas of interest
|
|
|
+### Human-robot interaction
|
|
|
+How can we ensure our robot-filled future is full of perceptive, helpful, friendly robots, rather than dumb, pesky, frustrating ones?
|
|
|
+#### Why I'm no longer interested
|
|
|
+As of 2012-2014, the technology is just not mature/reliable enough to do meaningful experiments with humanoid robots.
|
|
|
+The robots I had to work with were too dumb, pesky, frustrating for even *me* to put up with. And that's saying something.
|
|
|
+
|
|
|
+### Perception
|
|
|
+How to make sense of the wealth of sensor data available to robots
|
|
|
+#### Why I'm no longer interested
|
|
|
+Actually, it would still probably be a pretty interesting field. But frankly, it looks like
|
|
|
+machine vision, 3D reconstruction from video, augmented reality physics, etc all seem
|
|
|
+to be coming along just fine.
|
|
|
+
|
|
|
+### Machine learning
|
|
|
+How to organize and apply knowledge
|
|
|
+#### Why I'm no longer interested
|
|
|
+I'm a machine learning hipster. I was into it before it was a buzzword.
|
|
|
+After studying it for three years at university, I was kind of disappointed in a "this is it?" way.
|
|
|
+Then deep neural nets took off, and the tools became so plug-and-play that everyone
|
|
|
+and their dog can build an "app" that uses machine learning. While neural nets do indeed organize
|
|
|
+knowledge, to date the ML field has been obsessed with results/performance,
|
|
|
+without concerning itself with *understanding* how these nets are organizing that knowledge.
|
|
|
+It is a very shallow victory.
|
|
|
+
|
|
|
+### Machine ethics
|
|
|
+What do we tell cognitive agents about how to behave? Can we define or enforce ethical robot / AI behavior?
|
|
|
+#### Why I'm no longer interested
|
|
|
+I don't believe it matters, because they can't be any worse than humans.
|
|
|
+
|
|
|
+
|
|
|
+## Continued areas of interest
|
|
|
+### Cheap hardware revolution
|
|
|
+How can we best take advantage of game-changing cheap hardware, like the Kinect and Android phones?
|
|
|
+### Ubiquitous Computing
|
|
|
+As the number of embedded computers increases, how can we keep the interface complexity from also increasing?
|
|
|
+### Disposable Computing
|
|
|
+How cheap can computing get? Raspberry Pi Zero, unlimited free cloud deployments... could we start replacing our smartphones every week? Every day?
|