学习 分类论文(27,884)
清除筛选 ✕A Physics-Aware Attention LSTM Autoencoder for Early Fault Diagnosis of Battery Systems
Jiong Yang
2025
A Novel Deep Neural Network Architecture for Real-Time Water Demand Forecasting
Tony Salloom, Okyay Kaynak, Wei He
2025
Statistic-Augmented, Decoupled MoE Routing and Aggregating in Autonomous Driving
Wei-Bin Kou, Guangxu Zhu, Jingreng Lei 等 6 位作者
2025
From Forecast to Action: A Deep Learning Model for Predicting Power Outages During Tropical Cyclones
Yongchuan Yang, Naiyu Wang, Zhenguo Wang 等 5 位作者
2025
A New Trajectory-Oriented Approach to Enhancing Comprehensive Crowd Navigation Performance
Xinyu Zhou, Songhao Piao, Chao Gao 等 4 位作者
2025
Error-Centric PID Untrained Neural-Net (EC-PIDUNN) For Nonlinear Robotics Control
Waleed Razzaq
2025
Deep Neural Network-Based Aerial Transport in the Presence of Cooperative and Uncooperative UAS
Muhammad Junayed Hasan Zahed, Hossein Rastgoftar
2025
WAM-Diff: A Masked Diffusion VLA Framework with MoE and Online Reinforcement Learning for Autonomous Driving
Mingwang Xu, Jiahao Cui, Feipeng Cai 等 11 位作者
2025
Proportional integral derivative booster for neural networks-based time-series prediction: Case of water demand prediction
Tony Salloom, Okyay Kaynak, Xinbo Yub 等 4 位作者
2025
A Hybrid Physics-Based and Reinforcement Learning Framework for Electric Vehicle Charging Time Prediction
Praharshitha Aryasomayajula, Ting Bai, Andreas A. Malikopoulos
2025
Learning Without Time-Based Embodiment Resets in Soft-Actor Critic
Homayoon Farrahi, A. Rupam Mahmood
2025
Deep Reinforcement Learning Optimization for Uncertain Nonlinear Systems via Event-Triggered Robust Adaptive Dynamic Programming
Ningwei Bai, Chi Pui Chan, Qichen Yin 等 6 位作者
2025
Sparse Neural Approximations for Bilevel Adversarial Problems in Power Grids
Young-ho Cho, Harsha Nagarajan, Deepjyoti Deka 等 4 位作者
2025
Situation-Aware Interactive MPC Switching for Autonomous Driving
Shuhao Qi, Qiling Aori, Luyao Zhang 等 5 位作者
2025
World Models That Know When They Don't Know - Controllable Video Generation with Calibrated Uncertainty
Zhiting Mei, Tenny Yin, Micah Baker 等 5 位作者
2025
Toward Efficient and Robust Behavior Models for Multi-Agent Driving Simulation
Fabian Konstantinidis, Moritz Sackmann, Ulrich Hofmann 等 4 位作者
2025
Real-time Remote Tracking and Autonomous Planning for Whale Rendezvous using Robots
Sushmita Bhattacharya, Ninad Jadhav, Hammad Izhar 等 7 位作者
2025
Task-Specific Trust Evaluation for Multi-Hop Collaborator Selection via GNN-Aided Distributed Agentic AI
Botao Zhu, Xianbin Wang, Dusit Niyato
2025
Curvature-Regularized Variational Autoencoder for 3D Scene Reconstruction from Sparse Depth
Maryam Yousefi, Soodeh Bakhshandeh
2025
Label-Efficient Point Cloud Segmentation with Active Learning
Johannes Meyer, Jasper Hoffmann, Felix Schulz 等 8 位作者
2025
Bayesian Active Inference for Intelligent UAV Anti-Jamming and Adaptive Trajectory Planning
Ali Krayani, Seyedeh Fatemeh Sadati, Lucio Marcenaro 等 4 位作者
2025
LA-RL: Language Action-guided Reinforcement Learning with Safety Guarantees for Autonomous Highway Driving
Yiming Shu, Jiahui Xu, Jiwei Tang 等 5 位作者
2025
Scenario-aware Uncertainty Quantification for Trajectory Prediction with Statistical Guarantees
Yiming Shu, Jiahui Xu, Linghuan Kong 等 6 位作者
2025
A Comprehensive Framework for Automated Quality Control in the Automotive Industry
Panagiota Moraiti, Panagiotis Giannikos, Athanasios Mastrogeorgiou 等 6 位作者
2025