meta-learning
4 episodes mention this concept
lexfridmanDec 23, 2018Juergen Schmidhuber on Gödel Machines, Meta-Learning, LSTMs, and the Simplicity of Universal Intelligence
TechnologyRecursive self-improvementMeta-learning (learning to learn)Gödel machinesLong Short-Term Memory (LSTMs)- lexfridmanApr 25, 2018
Ilya Sutskever on Deep Learning Foundations, Meta-Learning, and Self-Play for AGI
TechnologyDeep Learning PrinciplesGeneralization Theory (shortest program)Computational Intractability (program search)Backpropagation (circuit search) - lexfridman
Pieter Abbeel on Deep Reinforcement Learning, Robotics, and the Path to General AI
TechnologyDeep Reinforcement Learning (DRL)Imitation LearningSelf-playHardware limitations in robotics - lexfridman
Oriol Vinyals on Generalist AI Agents, AGI, and the Future of Deep Learning
TechnologyNeural NetworksDeep LearningArtificial General Intelligence (AGI)Reinforcement Learning
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Related concepts
Concepts that appear alongside meta-learning across episodes.
- causal infogan
- psychology of human-robot interaction
- software limitations in ai
- deep reinforcement learning (drl)
- modular brain
- policy gradient update
- sparse rewards
- hierarchical reasoning
- hardware limitations in robotics
- self-play
- imitation learning
- transfer learning
- credit assignment problem
- tiling of space
- linear feedback control
- generalization
- delayed rewards
- rectified linear units (relu)
- third-person learning