credit assignment
3 episodes mention this concept
lexfridmanJan 10, 2020Deep Learning: State of the Art in 2020, Key Advancements, Limitations, and Future Research
TechnologyDeep LearningNeural NetworksPerceptron (single-layer, multi-layer)Backpropagation- 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
Pieter Abbeel on Deep Reinforcement Learning, Robotics, and the Path to General AI
TechnologyDeep Reinforcement Learning (DRL)Imitation LearningSelf-playHardware limitations in robotics
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Related concepts
Concepts that appear alongside credit assignment across episodes.
- distributed representations
- training objectives
- artificial neural networks
- semantic space
- ai bias
- world models
- exploration (in learning)
- disentangled representations
- recurrent neural networks (rnns)
- turing test
- machine teaching
- priors (in ai)
- long short-term memory (lstm)
- common sense knowledge
- active agents
- ai safety
- unsupervised learning
- autonomous weapons
- adversarial methods
- disentangled mechanisms