model predictive control (mpc)
2 episodes mention this concept
lexfridmanJan 22, 2022Yann LeCun on Self-Supervised Learning, World Models, and the Dark Matter of Intelligence
TechnologySelf-supervised learning (SSL)Supervised learningReinforcement learningWorld models
lexfridmanMar 14, 2018Sterling Anderson: From MIT's Intelligent Co-Pilot to Aurora's Autonomous Future
TechnologyShared human-machine controlIntelligent co-pilotAdaptive automationModel Predictive Control (MPC)
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Related concepts
Concepts that appear alongside model predictive control (mpc) across episodes.
- gradient-based learning
- supervised learning
- long tail of corner cases
- predictive coding
- deep learning / neural networks
- sensor modalities (lidar, radar, computer vision)
- natural language processing (nlp)
- causality
- mobility services / ride-sharing
- world models
- uncertainty representation
- voronoi diagram
- homotopy (continuously deformable paths)
- delaunay triangulation
- forecasting intent (of other road actors)
- background knowledge
- passive safety systems
- vehicle electrification
- data augmentation
- state-space constraints