symbolic ai
11 episodes mention this concept
lexfridmanMay 8, 2020Ilya Sutskever on the Deep Learning Revolution, AI's Unity, and the Future of Intelligence
TechnologyDeep Learning RevolutionNeural NetworksBackpropagationHessian-free optimizer- lexfridmanApr 3, 2020
David Silver on AlphaGo, AlphaZero, and the Reinforcement Learning Path to Artificial Intelligence
TechnologyReinforcement Learning (RL)Deep Reinforcement LearningAlphaGoAlphaZero - lexfridmanJan 13, 2020
Lex Fridman's Recipe for Progress in AI: The Essential Roles of Skepticism, Perseverance, and Hard Work
TechnologyDeep learningSkepticismLimitations of deep learningPerseverance - lexfridmanOct 10, 2019
The Fundamental Limits of Deep Learning: Generalization, Hybrid AI, and the Path to True Intelligence
TechnologyDeep Learning LimitsFunction ApproximatorsLocal GeneralizationExtreme Generalization - lexfridmanSep 23, 2019
Deep Learning for Cancer Diagnosis and Treatment: A Personal and Scientific Journey with Regina Barzilay
HealthNatural Language Processing (NLP)Deep LearningOncologyCancer Diagnosis and Treatment - lexfridmanAug 31, 2019
Yann LeCun on Deep Learning's Foundations, AI Reasoning, and Ethical Alignment
TechnologyDeep LearningConvolutional Neural Networks (ConvNets)Value MisalignmentObjective Functions - lexfridmanDec 9, 2018
Stuart Russell on Meta-Reasoning, AI Evolution, and the Future of Intelligent Systems
TechnologyMeta-reasoningAlpha-beta searchDepth-one searchUncertainty (in decision-making) - lexfridmanOct 20, 2018
Yoshua Bengio on Bridging Biological and Artificial Intelligence: Challenges, Learning Paradigms, and Ethical AI
TechnologyBiological Neural NetworksArtificial Neural NetworksCredit AssignmentRecurrent Neural Networks (RNNs) - lexfridman
Ray Kurzweil on the Future of Intelligence, AGI, Deep Learning, and the Hierarchical Neocortex
TechnologyArtificial General Intelligence (AGI)Deep LearningNeural NetworksLaw of Accelerating Returns - lexfridman
Peter Norvig on the Evolution of AI, Ethical Challenges, and the Future of Learning
TechnologyArtificial Intelligence (AI)Machine LearningDeep LearningUtility Function - lexfridman
Pamela McCorduck on the Mythic Origins, Early Pioneers, and Enduring Dreams of Artificial Intelligence
TechnologyArtificial Intelligence (AI)History of AIPhilosophical significance of AIMyth and legend in AI
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