Independently Controllable Factors. - Valentin Thomas; Jules Pondard; Emmanuel Bengio; Marc Sarfati; Philippe Beaudoin; Marie-Jean Meurs; Joelle Pineau; Doina Precup; Yoshua Bengio (CoRR, 2017)

Disentangling the independently controllable factors of variation by interacting with the world. - Valentin Thomas; Emmanuel Bengio; William Fedus; Jules Pondard; Philippe Beaudoin; Hugo Larochelle; Joelle Pineau; Doina Precup; Yoshua Bengio (CoRR, 2018)

Openly revisiting derivative-free optimization. - Jérémy Rapin; Pauline Dorval; Jules Pondard; Nicolas Vasilache; Marie-Liesse Cauwet; Camille Couprie; Olivier Teytaud (GECCO (Companion), 2019)