|
About My Work
My interests lie in the area of automated planning, decision automation,
probabilistic expert systems, reinforcement learning, and process
automation. They encompass different tasks that allow a system (or an
agent) to perform some of its tasks in an automatic or autonomous manner.
More technically, my academic research spans areas such as classical and
decision-theoretic planning and decision-making, preference modeling and
preference elicitation, preference-based optimization, agent models, and
(multi-agent) reinforcement-learning. My consulting work involves business
process automation and integration, real-time event monitoring and
analysis, user interfaces for e-commerce, and algorithms for autonomous
exploration for NASA's rovers. See my research
overview for more details.
What's Hot in Planning talk,
from AAAI'12.
An
introductory tutorial on preference handling (text) (slides)
Slides from
KR/ICAPS invited talk on planning and preference
Command &
Control Application Demo from YouTube
+ Article on
preference rule
|
