3 papers
cs.CV2019
Modeling Affect-based Intrinsic Rewards for Exploration and Learning
Dean Zadok, Daniel McDuff, Ashish Kapoor
Positive affect has been linked to increased interest, curiosity and satisfaction in human learning. In reinforcement learning, extrinsic rewards are often sparse and difficult to…
cs.RO2019
Explorations and Lessons Learned in Building an Autonomous Formula SAE Car from Simulations
Dean Zadok, Tom Hirshberg, Amir Biran +2
This paper describes the exploration and learnings during the process of developing a self-driving algorithm in simulation, followed by deployment on a real car. We specifically co…
cs.CV2019
Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level
Nir Diamant, Dean Zadok, Chaim Baskin +2
Beauty is in the eye of the beholder. This maxim, emphasizing the subjectivity of the perception of beauty, has enjoyed a wide consensus since ancient times. In the digitalera, dat…