A bias-modulated neural controller with fixed connectivity can locally replicate arbitrary linear controllers, and its multi-task approximation error is bounded above and below.
Packnet: Adding multiple tasks to a single network by iterative pruning,
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Controllable Neural Architectures for Multi-Task Control
A bias-modulated neural controller with fixed connectivity can locally replicate arbitrary linear controllers, and its multi-task approximation error is bounded above and below.