4 papers
Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training
T. Barak, Y. Loewenstein
Video prediction models often combine three components: an encoder from pixel space to a small latent space, a latent space prediction model, and a generative model back to pixel s…
Naive Artificial Intelligence
Tomer Barak, Yehonatan Avidan, Yonatan Loewenstein
In the cognitive sciences, it is common to distinguish between crystal intelligence, the ability to utilize knowledge acquired through past learning or experience and fluid intelli…
DORA The Explorer: Directed Outreaching Reinforcement Action-Selection
Leshem Choshen, Lior Fox, Yonatan Loewenstein
Exploration is a fundamental aspect of Reinforcement Learning, typically implemented using stochastic action-selection. Exploration, however, can be more efficient if directed towa…
Idiosyncratic choice bias in decision tasks naturally emerges from neuronal network dynamics
Lior Lebovich, Ran Darshan, Yoni Lavi +2
Idiosyncratic tendency to choose one alternative over others in the absence of an identified reason, is a common observation in two-alternative forced-choice experiments. It is tem…