Progressive neural networks learn sequences of RL tasks without catastrophic forgetting by freezing prior columns and adding lateral connections for knowledge transfer.
(b-c) Comparison of per-layer sensitivities obtained using the APS method (b) and the AFS method (c; as per main text)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2016 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Progressive Neural Networks
Progressive neural networks learn sequences of RL tasks without catastrophic forgetting by freezing prior columns and adding lateral connections for knowledge transfer.