Artificial Intelligence
Patrick WinstonPatrick Winston's classic MIT 6.034 lectures on symbolic artificial intelligence, heuristic search algorithms, knowledge representations, trajectories and transitions, and cognitive architectures from GPS and SOAR to Minsky's Society of Mind.
Syllabus
3Search Algorithms: Depth-First, Breadth-First, Hill Climbing & Beam Search
A foundational lecture from MIT's 6.034 course, delving into classic search algorithms including depth-first and hill-climbing techniques in artificial intelligence.
Knowledge Representations: Classes, Trajectories & Transitions
Professor Patrick Winston discusses foundational concepts in AI, focusing on how human intelligence uses classifications, transitions, and trajectories to construct and comprehend narratives. This lecture explores the nature of 'inner language' and its role in story understanding.
Cognitive Architectures: GPS, SOAR, Subsumption & The Society of Mind
Professor Patrick Winston's MIT lecture delves into foundational cognitive architectures such as General Problem Solver, SOAR, and Subsumption, examining their hypotheses on human intelligence.