David E. Wilkins

Papers

Total Citations

253

H-Index

About

David E. Wilkins is a pioneering figure in artificial intelligence, best known for his foundational contributions to automated planning, execution monitoring, and multi-agent systems. His work bridges the gap between high-level plan generation and real-world reactive execution, addressing the critical challenge of recovering from errors in dynamic environments. In his seminal 1985 paper, "Recovering from execution errors in SIPE" (104 citations), Wilkins introduced techniques for replanning and execution monitoring in domains like mobile robotics, establishing a framework that remains influential. He further advanced the field with the ACT formalism, detailed in "A Common Knowledge Representation for Plan Generation and Reactive Execution" (92 citations), which unified sophisticated planning with reactive systems—a key enabler for non-trivial applications. Wilkins also tackled the complexities of distributed teamwork in "Interactive Execution Monitoring of Agent Teams" (42 citations), providing automated support for humans overseeing cooperating agents. His later work on airlift mission monitoring and dynamic rescheduling (15 citations) demonstrates the practical impact of his research in logistics and operations. With over 250 total citations, Wilkins’ innovations have shaped modern AI planning, execution, and human-agent collaboration, making him a cornerstone figure in the field.