We invite everybody to the CW challenge.
We want Continual World to be a live benchmark. We encourage to use it to test any CL+RL method and we will be happy to publish your results on this website. Please send us an email.
Methods:
[YOUR METHOD :)]â€
[EWC] Overcoming catastrophic forgetting in neural networks - J. Kirkpatrick, R. Pascanu, N. Rabinowitz, J. Veness, G. Desjardins, A. Rusu, K. Milan, J. Quan, T. Ramalho, A. Grabska-Barwinska, D. Hassabis, C. Clopath, D. Kumaran, R. Hadsell
[MAS] Memory aware synapses: Learning what (not) to forget - R. Aljundi, F. Babiloni, M. Elhoseiny, M. Rohrbach, T. Tuytelaars
[VCL] Variational Continual Learning - C. Nguyen, Y. Li, T. Bui, R. Turner
[PackNet] Packnet: Adding multiple tasks to a single network by iterative pruning - A. Mallya, S. Lazebnik
[AGEM] Efficient lifelong learning with A-GEM - A. Chaudhry, M. Ranzato, M. Rohrbach, M. Elhoseiny