Natural Intelligence

The standard paradigm of machine learning is task-centric.
Natural intelligence is agent-centric: a single brain shaped through evolution learns to perform all tasks.
Proposed topics:

  • Lifelong learning
  • Deep semantics and cross-domain learning
  • Shaping inductive bias via neural network structure
  • Adaptive resource deployment
  • Social reasoning