| 1 | world2vec: Mechanistic world models through latent dynamics learning | Tobias Schmidt, Rodrigo Gonzalez Laiz, Krisztián Szuppinger +1 | cs.LG | 2026-10-29 |
| 2 | Comparing Human Role-Players and LLM-Simulated Clients in Online Counselling Training: An Analysis of Counselling Patterns | Eric Rudolph, Philipp Steigerwald, Jens Albrecht | cs.AI | 2026-10-29 |
| 3 | Numerical Integration on Bounded Domains via Learned Reflected Diffusions | Kirill Korolev, Artur Goldman, Timofei Gritsaev +2 | cs.LG | 2026-10-29 |
| #4 | Reinforcement learning for control of partial differential equations | Nicolò Botteghi, Matteo Tomasetto, Andrea Manzoni | cs.LG | 2026-10-29 |
| #5 | Learning developmental dynamics from lineage context | Gokul Gowri, Nic Fishman, William N. Colgan +10 | q-bio.QM | 2026-10-29 |
| #6 | A Pretrained Model for Bayesian Filtering in Heterogeneous Dynamical Systems | Ke Fan, Wen Wu, Haitao Su +3 | cs.LG | 2026-10-29 |
| #7 | IMPACT: Inverter-Informed Multimodal Learning for Photovoltaic Generation Forecasting | Anushka Katiyar, Cong Feng, Jing Wang +3 | cs.LG | 2026-10-29 |
| #8 | Continuous-Action World Models: Learning Cross-Embodiment Spatiotemporal Dynamics Priors | Liangyu Li, Qingwen Liu | cs.RO | 2026-10-29 |
| #9 | Deep Learning Based Behavioral Drift Modeling for Continuous Biometric Authentication | Suprava Saha Dibya, Minar, Abdulla Al Noman +2 | cs.CR | 2026-10-29 |
| #10 | HiFOR: Hierarchical Foresight with Action-Guided World Grounding for Vision-Language-Action Model | Rongxing Ding, Hongyu Qu, Kehong Wu +4 | cs.CV | 2026-10-29 |
| #11 | Is It the Curriculum or Just the Easy Start? Benchmarking Unsupervised Environment Design on Quadrupeds | Jakub Gilewicz, Dominik Galus, Piotr Wojdas | cs.LG | 2026-10-29 |
| #12 | Your LR Schedule May Not Be Principled: Effective Learning Rate Scheduling in Weight-Normalized Training | Qifan Yu, Xinyu Ma, Xingyan Bin +1 | cs.LG | 2026-10-29 |
| #13 | Multistep and Multivariate Time Series Explainability with GradientSHAP: A Wind Power Case Study | Robbie Southam, Zhong Fan, Ke Li | cs.AI | 2026-10-29 |
| #14 | Learned Terminal Costs for Short-Horizon Model Predictive Control of Autonomous Trucks in Interactive Highway Traffic | Hooman Hamze, Benjamin Houshmand, Deepthi Pathare +3 | cs.LG | 2026-10-29 |
| #15 | DYNAS: A Dynamic Network Penetration Testing Framework Using Deep Hierarchical Reinforcement Learning | Md. Rakibul Hassan, Majedul Islam, Md. Ashraful Alam +2 | cs.CR | 2026-10-29 |
| #16 | Understanding axial attention in TSFMs through single location regression | Andrei-Tiberiu Pantea, Aymeric Dieuleveut | stat.ML | 2026-10-29 |
| #17 | Mode Dynamics: A Framework for Neural Network Learning | Hossein Honarvar | cs.LG | 2026-10-29 |
| #18 | FIDE: Fiber-Informed Differentiable Experimental Design for Reference-Relative Law Dynamics | Pietro Zanotta, Ján Drgoňa | cs.LG | 2026-10-29 |
| #19 | When to spend privacy: optimal allocation in private learning | Umberto Biccari, Yongcun Song | cs.LG | 2026-10-29 |
| #20 | Data-driven Random-feature Approximation of Koopman Generators of Nonlinear Continuous-time Systems | Ana Čukarska, Maximilian Gollwitzer, Viola Muning Li +3 | cs.LG | 2026-10-29 |
| #21 | GROME: GROunding Factorized MEmory into Video World Models | Fang Yu, Xiaoxue Wu, Haiyu Zhang +6 | cs.CV | 2026-10-29 |
| #22 | Diagnosing Optimizer-Landscape Interaction via Representation in Subset Selection Multitasking: Evidence from Piano Fingering | Ananda Phan Iman, Tingyang Wei, Chang Wook Ahn | cs.NE | 2026-10-29 |
| #23 | Transformer-inspired architectures make machine-learned electron densities accurate and transferable enough to bypass self-consistency | Jeheon Woo | physics.chem-ph | 2026-10-29 |
| #24 | GC-LIF: Spiking Group-Equivariant Neural Network With Group-Coupled Membrane Dynamics | Nhan Trong Luu, Duong Trung Luu, Thang Cong Truong | cs.NE | 2026-10-29 |
| #25 | Learning Kolmogorov Backward Operators for Spectral Analysis and Forecasting: A Data-Driven Variational Galerkin Framework | Yuanchao Xu, Claire Valva, Ben Gao +1 | math.DS | 2026-10-29 |
| #26 | Hidden Phase Transition in Single-Polymer Stretching under Elongational Flow | Aiqing Zhu, Fushuai Wang, Eleonore Vissol-Gaudin +2 | cond-mat.soft | 2026-10-29 |
| #27 | Trajeform: Embedding Crowd Data | Marilena Lemonari, Panayiotis Charalambous, Yiorgos Chrysanthou | cs.GR | 2026-10-29 |
| #28 | Kairos: Semantics-Aware Orchestration of Planning Engines across Classical, Numeric, Temporal and Hybrid PDDL | Francisco Martín Rico, Esther Aguado González, Francisco Miguel Moreno Olivo +3 | cs.AI | 2026-10-29 |
| #29 | Softmax Routing Dynamics in Mixture-of-Experts Models: Collapse and Recovery | Shengze Xu, Maolin Deng, Tieyong Zeng | cs.LG | 2026-10-29 |
| #30 | Safe Multi-Objective Reinforcement Learning: Zero Constraint Violation and Primal-Averaging Convergence | Chenxi Li, Yao Shu, Siyang Gao +2 | cs.LG | 2026-10-29 |
| #31 | BEVLight: Generalizable Traffic Signal Control from UAV Bird's-Eye Views | Maonan Wang, Yuxin Cai, Junming Liu +5 | eess.SY | 2026-10-29 |
| #32 | WorldFlow: Joint Video and 3D Motion Prediction via Large-Scale Pretraining | Yuhao Lu, Jiongxu Chen, Hexiang Wei +9 | cs.CV | 2026-10-29 |
| #33 | Reasoning or Pattern Exploitation? Mechanistic Insights from RL-Trained Language Models | Aishik Nagar, Cheston Tan | cs.AI | 2026-10-29 |
| #34 | Generating Critic-Guided Synthetic Experience in Latent World Models | Jorge de Freitas, Christos Ziakas, Alessandra Russo | cs.LG | 2026-10-29 |
| #35 | Certified Access: Test-Time Compute on Conservative Physics-Structured AI Memory | Pratik Jawahar, Riccardo Maggioni, Jonas Petersen +5 | cs.AI | 2026-10-29 |
| #36 | Modular Bayesian Foundation Models: Bayesian time series encoders for OOD detection, routing and forecasting | Mame Diarra Toure, Quang Hung Pham, Mohamed Ryad Zemouri +3 | stat.ML | 2026-10-28 |
| #37 | Exponential-Nemytskii Neural Operators: Learning Field Evolution Across Step Sizes | Jingye Li, Jinglai Li | cs.LG | 2026-10-28 |
| #38 | Agentic AI Reasoning and Learned Sampling for Task-Aware Projection Selection in Sparse-View CT: Predicting Hemodynamics | Mahmoud Elhadidy, Roshan M. D'Souza, Amirhossein Arzani | cs.AI | 2026-10-28 |
| #39 | Rethinking GFlowNet Training: Negative Reinforce Dynamics | Pedro Dall'Antonia, Daniel Csillag, Diego Mesquita | cs.LG | 2026-10-28 |
| #40 | Why Speculative Decoding Works Better Than Predicted on Sparse MoE Models | Ekagra Ranjan, Komal K. Teru, Bharat Venkitesh +1 | cs.LG | 2026-10-28 |
| #41 | On the Generalization Gap of Streaming Federated Learning with Markovian Data | Masoud Kavian, Milad Sefidgaran, Youssef Attia El Hili +2 | cs.LG | 2026-10-28 |
| #42 | Information-Theoretic Reliability--Safety Bounds and Finite-Alignment Dynamics in AI Knowledge Distillation | Miao-Miao Yi, Zhen-Yu Cai, Y -M. Du +1 | cond-mat.stat-mech | 2026-10-28 |
| #43 | Curriculum-Based Deep Reinforcement Learning for Robust Autonomous Rocket Landing under Atmospheric Uncertainty | Atin Chowdhury, Piyush Joshi | cs.AI | 2026-10-28 |
| #44 | A-RSI: Adaptive Task Refresh for Zero-Data Multimodal Self-Improvement | Yu Liu, Youxing Li, Yuedong Tan +17 | cs.AI | 2026-10-28 |
| #45 | Vision-Based Density Estimation for Adaptive Traffic Control | Mohammad Usaid, Deepak Silaych, Hrithik Mhatre +1 | cs.CV | 2026-10-28 |
| #46 | Geometry-Aware Trajectory State Modeling for Few-Shot Action Recognition | Zhiqi Miao, Marko Haralović, Stanislav Levendeev +5 | cs.CV | 2026-10-28 |
| #47 | Capacity of the Hopfield-Hebbian dynamics with correlated patterns | Mihailo Stojnic | stat.ML | 2026-10-28 |
| #48 | Continual Adaptation Across Modalities: Learning and Forgetting in Unified Multimodal Models | Xinrui Wang, Zhihao Chen, Jia Tang +4 | cs.LG | 2026-10-28 |
| #49 | SpaceAct: Benchmarking 3D Spatial and Temporal Reasoning via Closed-Loop Action and Active Perception | Chenglong Shi, Zekai Yuan, Yue Song +2 | cs.RO | 2026-10-28 |
| #50 | TCC-RAG: Temporal Causal Chain-Guided RAG for Temporal Knowledge Graph Question Answering | Xinxun Zhang, Yuxiang Wang, Shanshan Feng +6 | cs.CL | 2026-10-28 |