Fields

Pick a domain and keep going deeper: field, subfield, topic. Every step lists the papers at that point or below it. The counts are papers that are accepted or in review; papers that were not accepted are in the full library.

Lewis signalling / referential games (EGG) 0

Compositional generalisation in attribute-value games 0

MPE speaker-listener and reference 0

Traffic Junction and Predator-Prey 0

Switch riddle and MNIST games 0

Hanabi 0

ImageNet (ILSVRC) 0

MS COCO 0

ShapeWorld 0

RIAL / DIAL 0

CommNet 0

IC3Net 0

TarMAC 0

ATOC 0

NDQ 0

Referential game with REINFORCE 0

Gumbel-softmax sequence messages 0

Social influence 0

DGN 0

emergent communication 0

referential game 0

signalling game 0

learned communication 0

compositionality 0

differentiable communication 0

message passing 0

bandwidth 0

language emergence 0

Subfield

Emergent communication and learned communication protocols

Benchmarks: Lewis signalling / referential games (EGG), Compositional generalisation in attribute-value games, MPE speaker-listener and reference, Traffic Junction and Predator-Prey and others. Datasets: ImageNet (ILSVRC), MS COCO, ShapeWorld. Baselines: RIAL / DIAL, CommNet, IC3Net, TarMAC and others.

Fields

Emergent communication and learned communication protocols

No papers here yet