Teaching Ashok typically teaches the CS 4635/CS 7637 course on Knowledge-Based Artificial Intelligence in the fall term of each year. In the spring term, he alternates between teaching the the CS 4610/CS 7615 course on Computational Creativity, the interdisciplinary graduate course CS 6795 on Cognitive Science, and the new interdisciplinary undergraduate GT 2803 course on Invention. Involvement…
Get Involved
Date: August 31, 2020 Georgia Tech’s Design Intelligence Laboratory (http://dilab.gatech.edu/) in the School of interactive Computing is seeking two Research Scientists. 1. Full-time Research Scientist I in AI/ML Lead software developer for the Jill Watson research team (https://emprize.gatech.edu/) as part a new industry/academia collaborative project sponsored by the NSF Convergence Accelerator…
PAIP-Python
Python implementations of some of the classic AI programs from Peter Norvig’s fantastic textbook “Paradigms of Artificial Intelligence Programming.” Visit the main PAIP-Python site here. This is meant to be a learning resource for beginning AI programmers. Although PAIP is a fantastic book, it is no longer common for students…
Marika Shahid
Design Patterns and Cross-Domain Analogies in Biologically Inspired Sustainable Design
From Design Cases to Generic Mechanisms
Analogical reasoning plays an important role in design. In particular, cross-domain analogies appear to be important in innovative and creative design. However, making cross-domain analogiesis hard and often requires abstractions common to the source and target domains. Recent work in case-based design suggests that generic mechanisms are one type of abstractions useful in…
Design Explanations in Interactive Design Environments
Ashok Goel, Andres Gomez, Nathalie Grue, William Murdock, Margaret Recker & T. Govindaraj. Design Explanations in Interactive Design Environments. In Artificial Intelligence in Design – 1996, J. Gero and F. Sudweeks (editors), Boston, MA: Kluwer Academic Press, 1996.
Meta-Cases: Explaining Case-Based Reasoning
Ashok Goel & William Murdock. Meta-Cases: Explaining Case-Based Reasoning. In Lecture Notes in Artificial Intelligence 1168: Advances in Case-Based Reasoning, Ian Smith and Boi Faltings (editors), Berlin: Springer-Verlag, 1996.
Functional Device Models and Model-Based Diagnosis in Adaptive Design
Ashok Goel & Eleni Stroulia. Functional Device Models and Model-Based Diagnosis in Adaptive Design. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Special Issue on Functional Representation and Reasoning, 10:355-370, 1996.
Learning about Novel Operating Environments: Designing by Adaptive Modelling
Sattiraju Prabhakar & Ashok Goel. Learning about Novel Operating Environments: Designing by Adaptive Modelling. Artificial Intelligence in Engineering Design, Analysis and Manufacturing, Special Issue on Machine Learning, 10:136-142, 1996.