Christel Baier, Florian Funke, Rupak Majumdar

Keywords Abstract Paper

Knowledge Representation and Reasoning, Action, Change and Causality, Multi-agent Planning, Noncooperative Games

Stelios Triantafyllou, Adish Singla, Goran Radanovic

Keywords Abstract Paper

theory, robustness, fairness

Jiayang Li, Jing Yu, Yu Nie, Zhaoran Wang

Keywords Abstract Paper

Yakoub Salhi

Keywords Abstract Paper

Pavel Naumov, Rui-Jie Yew

Keywords Abstract Paper

Rohan Chitnis, Shubham Tulsiani, Saurabh Gupta, Abhinav Gupta

Keywords Abstract Paper

reinforcement learning, intrinsic motivation, synergistic, robot manipulation

Umer Siddique, Paul Weng, Matthieu Zimmer

Keywords Abstract Paper

Reinforcement Learning - Deep RL

Adrien Ecoffet, Joel Lehman

Keywords Abstract Paper

Social Aspects of Machine Learning, AI Safety

Wei Tang, Chien-Ju Ho, Yang Liu

Keywords Abstract Paper

Chu-Jen Shao, Hao-Ming Fu, Pu-Jen Cheng

Keywords Abstract Paper

implicit feedback, graph convolutional network, one-class recommendation, collaborative filtering

Joon Kim, Jiahao Chen, Ameet Talwalkar

Keywords Abstract Paper

Fairness, Equity, Justice, and Safety

Indra Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle Friedler

Keywords Abstract Paper

Accountability, Transparency and Interpretability

Jens Claßen, James Delgrande

Keywords Abstract Paper

Reasoning about actions and change, action languages-General, Nonmonotonic logics, default logics, conditional logics-General, Reasoning about knowledge, beliefs, and other mental attitudes-General

Stylianos Loukas Vasileiou, Alessandro Previti, William Yeoh

Keywords Abstract Paper

Ulrich Aïvodji, Hiromi Arai, Sébastien Gambs, Satoshi Hara

Keywords Abstract Paper

fairness

Emaad Manzoor, Nihar B. Shah

Keywords Abstract Paper

Sixie Yu, David Kempe, Yevgeniy Vorobeychik

Keywords Abstract Paper

Agent-based and Multi-agent Systems, Algorithmic Game Theory, Noncooperative Games

Esther Rolf, Max Simchowitz, Sarah Dean and

Lydia T. Liu, Daniel Bjorkegren, University of California Moritz Hardt, Joshua Blumenstock

Keywords Abstract Paper

Fairness, Equity, Justice, and Safety

Jiarui Jin, Yuchen Fang, Weinan Zhang and

Kan Ren, Guorui Zhou, Jian Xu, Yong Yu, Jun Wang, Xiaoqiang Zhu, Kun Gai

Keywords Abstract Paper

cascade model, unbiased learning-to-rank, position bias

Michael Dann, Yuan Yao, Brian Logan, John Thangarajah

Keywords Abstract Paper

Agent-based and Multi-agent Systems, Agent Theories and Models, Engineering Methods, Platforms, Languages and Tools

Sarath Sreedharan, Tathagata Chakraborti, Christian Muise and

Yasaman Khazaeni, Subbarao Kambhampati

Keywords Abstract Paper

Explanations, Abstractions, Unsolvability

Han Zhao, Jianfeng Chi, Yuan Tian, Geoffrey Gordon

Keywords Abstract Paper

Xiaoting Shao, Arseny Skryagin, Wolfgang Stammer and

Patrick Schramowski, Kristian Kersting

Keywords Abstract Paper

Fedor V. Fomin, Pierre Fraigniaud, Petr A. Golovach

Keywords Abstract Paper

Darius Afchar, Vincent Guigue, Romain Hennequin

Keywords Abstract Paper

Social Aspects of Machine Learning, Fairness, Accountability, and Transparency

Shuang Li, Fangrui Lv, Binhui Xie and

Chi Harold Liu, Jian Liang, Chen Qin

Keywords Abstract Paper

Arthur Boixel, Ronald de Haan

Keywords Abstract Paper

Kate Rakelly, Abhishek Gupta, Carlos Florensa, Sergey Levine

Keywords Abstract Paper

reinforcement learning and planning, representation learning

Frederik Träuble, Elliot Creager, Niki Kilbertus and

Francesco Locatello, Andrea Dittadi, Anirudh Goyal, Bernhard Schölkopf, Stefan Bauer

Keywords Abstract Paper

Deep Learning, Embedding and Representation learning

Haozhe Ji, Pei Ke, Shaohan Huang and

Furu Wei, Minlie Huang

Keywords Abstract Paper

Minae Kwon, Sidd Karamcheti, Mariano-Florentino Cuellar, Dorsa Sadigh

Keywords Abstract Paper

Reinforcement Learning and Planning, Multi-Agent RL

Piyush Gupta, Nikaash Puri, Sukriti Verma and

Dhruv Kayastha, Shripad Deshmukh, Balaji Krishnamurthy, Sameer Singh

Keywords Abstract Paper

Deep Reinforcement Learning, Saliency maps, Chess, Atari games, Interpretable AI

Juho Pääkkönen, Matti Nelimarkka, Jesse Haapoja, Airi Lampinen

Keywords Abstract Paper

algorithmic systems, algorithmic power, uncertainty, bureaucracy, street-level algorithms, street-level bureaucracies, automated decision-making

Matteo Castiglioni, Andrea Celli, Alberto Marchesi, Nicola Gatti

Keywords Abstract Paper

Christel Baier, Florian Funke, Rupak Majumdar

Keywords Abstract Paper

Kawin Ethayarajh, Dan Jurafsky

Keywords Abstract Paper

nlp, performance-based evaluation, leaderboard paradigm, microeconomic theory

Hae Beom Lee, Hayeon Lee, Donghyun Na and

Saehoon Kim, Minseop Park, Eunho Yang, Sung Ju Hwang

Keywords Abstract Paper

meta-learning, few-shot learning, Bayesian neural network, variational inference, learning to learn, imbalanced and out-of-distribution tasks for few-shot learning

Yaru Hao, Li Dong, Furu Wei, Ke Xu

Keywords Abstract Paper

Victor Veitch, Alexander D'Amour, Steve Yadlowsky, Jacob Eisenstein

Keywords Abstract Paper

theory, machine learning, domain adaptation, causality

Kuan Xu, Chilin Fu, Xiaolu Zhang and

Cen Chen, Ya-Lin Zhang, Wenge Rong, Zujie Wen, Jun Zhou, Xiaolong Li, Yu Qiao

Keywords Abstract Paper

recommender system, multiple instancelearning, user intent prediction