high-performance computing (hpc)
2 episodes mention this concept
lexfridmanDec 13, 2017Motion Planning and the Evolution of Autonomous Systems: From DARPA Challenge to Agile Robotics
TechnologyMotion PlanningAutonomous VehiclesRapidly Exploring Random Tree (RRT)RRT* (RRT-star)
lexfridmanPractical Deep Learning Strategies: Scale, End-to-End Architectures, and Evolving Bias-Variance Trade-offs
TechnologyDeep Learning ProgressScale (Data & Computation)Traditional Learning AlgorithmsNeural Networks
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Related concepts
Concepts that appear alongside high-performance computing (hpc) across episodes.
- data synthesis
- machine translation
- perception (robotics)
- control systems
- early stopping
- reinforcement learning
- image models
- sensor fusion
- image synthesis
- model architecture
- high bias (underfitting)
- scale (data & computation)
- rrt* (rrt-star)
- general deep learning models
- state space exploration
- human-level error
- deep learning progress
- regularization
- motion planning
- deep learning (robotics)