Papers
Abstraction Heuristics for Classical Planning Tasks with Conditional Effects
Martín Pozo, Jendrik Seipp
An Approach to Quantify Plans Robustness in Real-world Applications
Francesco Percassi, Sandra Castellanos-Paez, Romain Rombourg et al.
Preference-based Deep Reinforcement Learning for Historical Route Estimation
Boshen Pan, Yaoxin Wu, Zhiguang Cao et al.
EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems
Dian Meng, Zhiguang Cao, Yaoxin Wu et al.
Proactive Data-driven Scheduling of Business Processes
Francesca Meneghello, Arik Senderovich, Massimiliano Ronzani et al.
RobustHAR: Multi-scale Spatial-temporal Masked Self-supervised Pre-training for Robust Human Activity Recognition
Xiao Liu, Guan Yuan, Yanmei Zhang et al.
Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency
Ruixiao Li, Fahao Chen, Peng Li
Optimal Planning to Coordinate Science Data Collection and Downlink for a Constellation of Agile Satellites with Limited Storage
Richard Levinson, Vinay Ravindra, Sreeja Roy-Singh
Partially Observable Reference Policy Programming
Edward Kim, Hanna Kurniawati
Interval Selection with Binary Predictions
Christodoulos Karavasilis
Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs
Maris F. L. Galesloot, Roman Andriushchenko, Milan Ceska et al.
Fast and Stronger Lower Bounds for Planar Euclidean Shortest Paths
Stefan Funke, Daniel Koch, Claudius Proissl et al.
Improvements to the Generate-and-Complete Approach to Conformant Planning
Liangda Fang, Min Zhan, Jin Tong et al.
Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives
Giuseppe De Giacomo, Yong Li, Sven Schewe et al.
Concurrent Planning and Execution Using Dispatch-Dependent Values
Andrew Coles, Erez Karpas, Eyal Shimony et al.
Rolling in Classical Planning with Conditional Effects and Constraints
Matteo Cardellini, Enrico Giunchiglia
Online Planning in MDPs with Stochastic Durative Actions
Tal Berman, Ronen I. Brafman, Erez Karpas
Handling Infinite Domain Parameters in Planning Through Best-First Search with Delayed Partial Expansions
Ángel Aso-Mollar, Diego Aineto, Enrico Scala et al.
LTLf+ and PPLTL+: Extending LTLf and PPLTL to Infinite Traces
Benjamin Aminof, Giuseppe De Giacomo, Sasha Rubin et al.
Sketch Decompositions for Classical Planning via Deep Reinforcement Learning
Michael Aichmüller, Hector Geffner
Dynamic Replanning for Improved Public Transport Routing
Abdallah Abuaisha, Bojie Shen, Daniel D. Harabor et al.
Multi-Label Text Classification with Label Attention Aware and Correlation Aware Contrastive Learning
Zhengzhong Zhu, Pei Zhou, Zeting Li et al.
Learning Causally Disentangled Representations for Fair Personality Detection
Yangfu Zhu, Meiling Li, Yuting Wei et al.
EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs
Wenhao Zhu, Yuhang Xie, Guojie Song et al.
Sentiment-enhanced Multi-hop Connected Graph Attention Network for Multimodal Aspect-Based Sentiment Analysis
Linlin Zhu, Heli Sun, Xiaoyong Huang et al.