reinforcement learning (rl)
10 episodes mention this concept
lexfridmanMay 10, 2020The Unification of AI Modalities: Vision, Language, and Reinforcement Learning, and the Elusive Definition of 'Hardness' in AI
TechnologyDeep LearningComputer VisionNatural Language Processing (NLP)Reinforcement Learning (RL)
lexfridmanMay 9, 2020Ilya Sutskever on Building AGI: Self-Play, Simulation, Consciousness, and Human Control
TechnologyArtificial General Intelligence (AGI)Deep LearningSelf-playReinforcement Learning (RL)
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, 2020David Silver on AlphaGo, AlphaZero, and the Reinforcement Learning Path to Artificial Intelligence
TechnologyReinforcement Learning (RL)Deep Reinforcement LearningAlphaGoAlphaZero
lexfridmanJan 10, 2020Deep Learning: State of the Art in 2020, Key Advancements, Limitations, and Future Research
TechnologyDeep LearningNeural NetworksPerceptron (single-layer, multi-layer)Backpropagation
lexfridmanJun 3, 2019TensorFlow's Evolution: From Google Brain's Inception to a Global Open-Source ML Ecosystem
TechnologyDeep LearningTensorFlowOpen SourceGoogle Brain
lexfridmanJan 25, 2018Deep Reinforcement Learning: From Raw Data to Reasoning and Real-World Action
TechnologyDeep Reinforcement Learning (DRL)Artificial Intelligence (AI) stackEnd-to-end learningSupervised Learning
lexfridmanSep 27, 2016Deep Reinforcement Learning: Core Methods, Applications, and Policy Gradients
TechnologyDeep Reinforcement Learning (DRL)Reinforcement Learning (RL)Neural NetworksFunction Approximators
lexfridmanOriol Vinyals on AlphaStar, Deep Reinforcement Learning, and the Evolution of AI in Real-Time Strategy Games
TechnologyDeep LearningReinforcement Learning (RL)AlphaStarStarCraft (Real-Time Strategy game)
lexfridmanProgramming Meme Review with George Hotz: Automation, AI, and the Culture of Code
TechnologyProgramming memesAutomation paradoxSelf-driving carsKnowledge outsourcing
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