Papers
14
Total Citations
569
H-Index
7
About
Derek Long is a distinguished researcher whose work spans artificial intelligence planning, autonomous robotics, and intelligent systems. Best known for his contributions to AI planning, Long has made significant strides in understanding how symmetry in planning problems can be detected and exploited to improve computational efficiency — work that earned 127 citations and remains influential in the field. His research extends naturally into robotic autonomy, where he has explored introspective capabilities through learned Hidden Markov Models, autonomous science planning for Mars rover missions, and mission control for Autonomous Underwater Vehicles (AUVs). Long has also contributed to emerging areas including low-cost quadcopter surveillance planning and the ethics of AI decision-making, reflecting a career that evolves alongside technological frontiers. His involvement in ICRA 2014 proceedings, among the most prestigious robotics conferences globally, underscores his standing in the robotics community. A recurring theme across his work is enabling robots and AI agents to operate effectively with minimal human supervision — particularly in challenging, remote environments like deep space. With research touching on planning, execution monitoring, and explainable AI, Long's contributions collectively advance the goal of genuinely autonomous, trustworthy intelligent systems.
Research Focus
Key Achievements
Top Papers
- 1Proceedings of IEEE International Conference on Robotics and Automation (ICRA 2014)252 citations · 2014
- 2The Detection and Exploitation of Symmetry in Planning Problems127 citations · 1999
- 3Robot introspection through learned hidden Markov models64 citations · 2005
- 4Autonomous science for an ExoMars Rover–like mission47 citations · 2009
- 5Planning the Behaviour of Low-Cost Quadcopters for Surveillance Missions37 citations · 2014
- 6MADbot: a motivated and goal directed robot12 citations · 2005
- 7Artificial Intelligence Planning for AUV Mission Control7 citations · 2015
- 8Detecting execution failures using learned action models5 citations · 2007
- 9Towards Contrastive Explanations for Comparing the Ethics of Plans5 citations · 2020
- 10