expert systems
11 episodes mention this concept
lexfridmanSep 15, 2021Douglas Lenat on Cyc: The Decades-Long Quest for Common Sense Reasoning in AI
TechnologyCommon Sense KnowledgeArtificial General Intelligence (AGI)Knowledge RepresentationPredicate Logic- lexfridmanApr 21, 2020
Stephen Wolfram on the Wolfram Language, Computable Knowledge, and the Future of AI
TechnologyWolfram LanguageMathematicaWolfram AlphaSymbolic language - 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 - lexfridmanDec 21, 2019
Sebastian Thrun: Pioneering Autonomous Vehicles, Flying Cars, AI, and Online Education
TechnologyAutonomous VehiclesElectric Vertical Takeoff and Landing (eVTOL) aircraftMassive Open Online Courses (MOOCs)Artificial Intelligence (AI) - lexfridmanDec 11, 2019
Causal Reasoning, Counterfactuals, and the Path to AGI with Judea Pearl
ScienceCausal ReasoningBayesian NetworksDo-calculusDo-operator - lexfridmanOct 26, 2019
AI Understanding the World Through Shared Knowledge Frameworks and Human Collaboration
TechnologyShared knowledgeInterpretive foundationKnowledge frameworksPattern matching - lexfridmanSep 1, 2019
Yann LeCun on Neural Networks, Reasoning, and the Future of AI Architectures
TechnologyNeural networksReasoning (AI)Prior structure (AI)Gradient-based learning - lexfridmanMar 12, 2019
Leslie Kaelbling on Reinforcement Learning, Planning, Robotics, and the Philosophy of AI
TechnologyReinforcement LearningPlanning (AI)Robot NavigationArtificial Intelligence (AI) - 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
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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Related concepts
Concepts that appear alongside expert systems across episodes.
- symbolic ai
- artificial intelligence (ai)
- deep learning
- machine learning
- neural networks
- knowledge representation
- ai safety
- knowledge acquisition
- natural language processing (nlp)
- cybernetics
- turing test
- artificial general intelligence (agi)
- bayesian networks
- common sense knowledge
- planning (ai)
- ai winter
- graphs of logic
- inheritance (graph vs. tree)
- knowledge base
- markov decision process (mdp)