credit assignment problem
2 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- 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 problem across episodes.
- self-play
- deep learning frameworks (tensorflow, pytorch)
- software limitations in ai
- third-person learning
- causal infogan
- model and data parallelism
- backpropagation
- neural networks
- graph representation
- convolutional neural networks (cnns)
- psychology of human-robot interaction
- natural language processing (nlp)
- open domain conversation
- common sense reasoning
- self-supervised learning
- deep reinforcement learning (drl)
- modular brain
- policy gradient update
- sparse rewards
- rectified linear units (relu)