Week 14: Applications contd; Wrap-up

11/30: Guest Lecturer: Micah Carroll (Berkeley) and Dylan Hadfield-Menell (MIT)

• Charles Evans and Atoosa Kasirzadeh, User Tampering in Reinforcement Learning Recommender Systems. 4th FAccTRec Workshop, RecSys 2021.

• [Anonymous, under review], Estimating and penalizing induced preference shifts in recommender systems. 2021.

12/2: Prospects for RL and AI

• David Silver, Satinder Singh, Doina Precup, Richard Sutton, Reward is Enough, AIJ 299, 2021.

• François Chollet, On the measure of intelligence, arXiv:1911.01547, 2019.

• Yixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Ying Nian Wu, Joshua B. Tenenbaum, Song-Chun Zhu (2020). Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Human-like Common Sense