Researcher

Peter Friedland

Peter Friedland worked on knowledge-based experiment design in Stanford’s MOLGEN project. Friedland completed his PhD in 1979 and stayed at Stanford as a senior research associate. His planning method refined abstract skeletal plans using a knowledge base of laboratory operations. With Yumi Iwasaki, he described SPEX in 1982, combining that method with Mark Stefik’s layered planning control. Friedland joined NASA in January 1987. He later described NASA research on shuttle processing schedules and expert support for experiments.

Now at
NASA
Works
41
Citations
453
h-index
11

Publication numbers from OpenAlex, as of 14 October 2026.

Timeline

  1. 1979

    Expert knowledge for molecular experiments

    Friedland earned a Stanford PhD in 1979 and continued his MOLGEN work as a senior research associate. His experiment planning method used expert knowledge to refine abstract sequences of steps into laboratory operations suited to a particular goal.

  2. 1982

    SPEX combines two planning ideas

    Yumi Iwasaki and Friedland published SPEX in the 1982 AAAI proceedings. The system combined skeletal-plan refinement with Mark Stefik’s layered control structure. Its frame-based knowledge representation also recorded the planning process and changes in the experimental world.

  3. January 1987

    Applied AI at NASA Ames

    Friedland began work at NASA in January 1987. He directed the Ames AI laboratory and helped lead an agency research effort. His NASA work included basic research and applications in planning, robotics and classification.

  4. NASA research

    Scheduling and expert support for experiments

    Friedland credited Monte Zweben with constraint-based scheduling for shuttle orbiter processing. PI-in-a-Box captured scientist expertise to support experiments in flight. These were team projects within the NASA research program.

Sources and credits

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  1. Oral History of Peter Friedland — Computer History Museum, 16 May 2018 archive.computerhistory.org. Checked 13 October 2026.
  2. SPEX: A Second-Generation Experiment Design System — Iwasaki and Friedland, AAAI 1982 cdn.aaai.org. Checked 13 October 2026.