Papers
14,125 papers found
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint)
Vincent Liu, James R. Wright, Mrtha White
Introduction to the Special Track on Artificial Intelligence and COVID-19 (Abstract Reprint)
Martin Michalowski, Robert Moskovitch, Nitesh V. Chawla
TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint)
João G. Ribeiro, Gonçalo Rodrigues, Alberto Sardinha et al.
Actor Prioritized Experience Replay (Abstract Reprint)
Baturay Saglam, Furkan Mutlu, Dogan Cicek et al.
Accurate Parameter Estimation for Safety-Critical Systems with Unmodeled Dynamics (Abstract Reprint)
Arnab Sarker, Peter Fisher, Joseph Gaudio et al.
Reward-Respecting Subtasks for Model-Based Reinforcement Learning (Abstract Reprint)
Richard S. Sutton, Marlos C. Machado, G. Zacharias Holland et al.
Online Learning of Reusable Abstract Models for Object Goal Navigation
Tommaso Campari, Leonardo Lamanna, Paolo Traverso et al.
On the Complexity of Finding Set Repairs for Data-Graphs (Abstract Reprint)
Sergio Abriola, Maria Vanina Martinez, Nina Pardal et al.
Learning to Resolve Social Dilemmas: A Survey (Abstract Reprint)
Shaheen Fatima, Nicholas Jennings, Michael Wooldridge
A differentiable first-order rule learner for inductive logic programming (Abstract Reprint)
Kun Gao, Katsumi Inoue, Yongzhi Cao et al.
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes (Abstract Reprint)
Maksim Golyadkin, Vitaliy Pozdnyakov, Leonid Zhukov et al.
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach (Abstract Reprint)
Mohit Kumar, Bernhard A. Moser, Lukas Fischer
Optimality Guarantees for Particle Belief Approximation of POMDPs (Abstract Reprint)
Michael Lim, Tyler Becker, Mykel Kochenderfer et al.
Mitigating robust overfitting via self-residual-calibration regularization (Abstract Reprint)
Hong Liu, Zhun Zhong, Nicu Sebe et al.
Performative Ethics From Within the Ivory Tower: How CSPractitioners Uphold Systems of Oppression (Abstract Reprint)
Zari McFadden, Lauren Alvarez
Methods for recovering conditional independence graphs (Abstract Reprint)
Harsh Shrivastava, Urszula Chajewska
Exploiting Cultural Biases via Homoglyphs inText-to-Image Synthesis (Abstract Reprint)
Lukas Struppek, Dominik Hintersdorf, Felix Friedrich et al.
Credulous Acceptance in High-Order Argumentation Frameworks with Necessities: An Incremental Approach (Abstract Reprint)
Gianvincenzo Alfano, Andrea Cohen, Sebastian Gottifredi et al.
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization (Abstract Reprint)
Furkan Cantürk, Taha Varol, Reyhan Aydoğan et al.
The Human in Interactive Machine Learning: Analysis and Perspectives for Ambient Intelligence (Abstract Reprint)
Kevin Delcourt, Sylvie Trouilhet, Jean-Paul Arcangeli et al.
On Measuring Inconsistency in Graph Databases with Regular Path Constraints (Abstract Reprint)
John Grant, Francesco Parisi
CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint)
Frederic Kirstein, Jan Philip Wahle, Bela Gipp et al.