Strategic Communication with Side Information at the Decoder

Mael Le Treust (1) , Tristan Tomala (2)

1 ETIS - UMR 8051 - Equipes Traitement de l'Information et Systèmes
2 GREGH - Groupement de Recherche et d'Etudes en Gestion à HEC

We investigate the problem of strategic point-to-point communication with side information at the decoder, in which the encoder and the decoder have mismatched distortion functions. The decoding process is not supervised, it returns the output sequence that minimizes the decoder's distortion function. The encoding process is designed beforehand and takes into account the decoder's distortion mismatch. When the communication channel is perfect and no side information is available at the decoder, this problem is referred to as the Bayesian persuasion game of Kamenica-Gentzkow in the Economics literature. We formulate the strategic communication scenario as a joint source-channel coding problem with side information at the decoder. The informational content of the source influences the design of the encoding since it impacts differently the two distinct distortion functions. The side information complexifies the analysis since the encoder is uncertain about the decoder's belief on the source statistics.

Domaines: Théorie de l'information [cs.IT]; Informatique et théorie des jeux [cs.GT]; Sciences de l'information et de la communication

Mael Le Treust, Tristan Tomala. Strategic Communication with Side Information at the Decoder. 2019. ⟨hal-02357222v1⟩