Research Analyzer
← ICRA 2026

All Papers

2898 papers in this venue.

Clear
975 result(s) for “Incremental Learning” Page 1 of 20
Title & Authors Actions
SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning AI summary
Yun-Jie Ho, Zih-Yun Chiu, Yuheng Zhi, Michael C. Yip
 PDF
How Bumpy Is It? Incremental Online Learning of Terrain-Induced Bumpiness Costs for Off-Road Vehicles AI summary
Haoyu Yuan, Tianwei Niu, Shengshan Ma, Runjiao Bao, Shoukun Wang
 PDF
Screw Geometry Meets Bandits: Incremental Acquisition of Demonstrations to Generate Manipulation Plans AI summary
Dibyendu Das, Aditya Patankar, Nilanjan Chakraborty, C. R. Ramakrishnan, I. V. Ramakrishnan
 PDF
Online Dynamic SLAM with Incremental Smoothing and Mapping AI summary
Jesse Morris, Yiduo Wang, Viorela Ila
 PDF
Entropy-Based Incremental Coverage Path Planning for Multi-UAV Persistent Monitoring AI summary
Cai Luo, Lijun Wang, Jiucai Jin, Zhenpeng Du, Wang Miao
 PDF
InBi-RRT: Incremental Bidirectional Tree Based Real-Time Path Planning/Replanning in Unknown Non-Convex Environments AI summary
Bo Cui, Yang Li, Weisheng Yan, ao feng, Zhanwei Yang, Rongxin Cui
 PDF
Smooth and Robust Trajectory Tracking of Single-Actuator Monocopters Via Incremental Nonlinear Dynamic Inversion AI summary
Emmanuel Tang, Xinyu Cai, SHAWNDY MICHAEL LEE, Shaohui Foong
 PDF
Revisiting Replanning from Scratch: Real-Time Incremental Planning with Fast Almost-Surely Asymptotically Optimal Planners AI summary
Mitchell Edris Crisante Sabbadini, Andrew H. Liu, Joseph Ruan, Tyler S. Wilson, Zachary Kingston, Jonathan Gammell
 PDF
OWOD-FSL: Open-World Object Detection Via Few-Shot Learning and Dynamic Prototypes AI summary
Zhiwei Li, Zhiyu Zhang, Yang Zhou, Jianping Li, Tianyu Shen, Li Wang, Fengli Lu, Huaping Liu, Kunfeng Wang
 PDF
Global End-Effector Pose Control of an Underactuated Aerial Manipulator via Reinforcement Learning AI summary
Shlok Deshmukh, Javier Alonso-Mora, Sihao Sun
 PDF
Receding Horizon Reinforcement Learning with Autoregressive Model for Motion Control of Autonomous Vehicles AI summary
Xin Yin, Haotian CAO, Xinglong Zhang, Qingwen Ma, Xin Xu, Haibin Xie
 PDF
LST-SLAM: A Stereo Thermal SLAM System for Kilometer-Scale Dynamic Environments AI summary
Zeyu Jiang, Kuan Xu, Changhao Chen
 PDF
Mash, Spread, Slice! Learning to Manipulate Object States Via Visual Spatial Progress AI summary
Priyanka Mandikal, Jiaheng Hu, Shivin Dass, Sagnik Majumder, Roberto Martín-Martín, Kristen Grauman
 PDF
Statistical Contraction for Chance-Constrained Trajectory Optimization of Non-Gaussian Stochastic Systems AI summary
Rihan Aaron D’Silva and Hiroyasu Tsukamoto
 PDF
Sequentially Teaching Sequential Tasks (ST)2: Teaching Robots Long-Horizon Manipulation Skills AI summary
Zlatan Ajanovic, Ravi Prakash, Leandro de Souza Rosa, Jens Kober
 PDF
VLA-Reasoner: Empowering Vision-Language-Action Models with Reasoning Via Online Monte Carlo Tree Search AI summary
wenkai@e.ntu.edu.sg, ziwei.wang@ntu.edu.sg
 PDF
Multi-Modal Manipulation Via Multi-Modal Policy Consensus AI summary
Haonan Chen, Jiaming Xu, Hongyu Chen, Kaiwen Hong, Binghao Huang, Chaoqi Liu, Jiayuan Mao, Yunzhu Li, Yilun Du, Katherine Driggs-Campbell
 PDF
STEAM-LIVO: Spatio-Temporally Adaptive Manifold Lidar-Inertial-Visual Odometry for Sensor Degradation in Unstructured Natural Aquatic-Terrestrial Scenes AI summary
Yubo Guo, Gang Peng, Jialuo Li, Hai-Tao Zhang
 PDF
DSSM-SG: Dynamic 3D Scene Graphs with Spatio-Semantic Memory for Long-Term Indoor Navigation Tasks AI summary
Yi Ruan, Yaowen Zhang, Miaoxin Pan, Yi Yang, Mengyin Fu
 PDF
Active Contact Engagement for Aerial Navigation in Unknown Environments with Glass AI summary
Xinyi Chen, Yichen Zhang, Hetai ZOU, Junzhe WANG, Shaojie Shen
 PDF
A Self-Rotating Tri-Rotor UAV for Field-Of-View Expansion and Autonomous Flight AI summary
Xiaobin Zhou, Zihao Zheng, Aoxu Jin, Lei Qiang, Bo Zhu
 PDF
MOASIC: Skill-Centric Manipulation Planning with Physics Simulation AI summary
Itamar Mishani, Yorai Shaoul, Maxim Likhachev
 PDF
RAZER: Robust Accelerated Zero-Shot 3D Open-Vocabulary Panoptic Reconstruction with Spatio-Temporal Aggregation AI summary
Naman Patel, Prashanth Krishnamurthy, Farshad Khorrami
 PDF
An Annotation-To-Detection Framework for Autonomous and Robust Vine Trunk Localization in the Field by Mobile Agricultural Robots AI summary
Dimitrios Chatziparaschis, Elia Scudiero, Brent Sams, Konstantinos Karydis
 PDF
Semantic and Terrain-Aware Trajectory Optimization for Uniform Coverage in Obstacle-Laden Environments AI summary
Zexuan Fan, Hengye Yang, Sunchun Zhou, Junyi Cai, Tao Sun, Chang Liu
 PDF
QP-Based Inner-Loop Control for Constraint-Safe and Robust Trajectory Tracking for Aerial Robots AI summary
Lorenzo Balandi, Paolo Robuffo Giordano, Marco Tognon
 PDF
DIPP: A Diffusion-Based Potential Planner for Synergistic Navigation and Mapping AI summary
Yiqing Zhang, Tao Wang, Miaoxin Pan, Yi Yang, Mengyin Fu
 PDF
OmniMap: A General Mapping Framework Integrating Optics, Geometry, and Semantics AI summary
Yinan Deng, Yufeng Yue, Jianyu Dou, Jingyu Zhao, Jiahui Wang, Yujie Tang, Yi Yang, Mengyin Fu
 PDF
Generative Adversarial Imitation Learning for Robot Swarms: Learning from Human Demonstrations and Trained Policies AI summary
Mattes Kraus, Jonas Kuckling
 PDF
Real-Time Generation of Near-Minimum-Energy Trajectories Via Constraint-Informed Residual Learning AI summary
Domenico Dona', Giovanni Franzese, Cosimo Della Santina, Paolo Boscariol, Basilio Lenzo
 PDF
MoRe-ERL: Learning Motion Residuals Using Episodic Reinforcement Learning AI summary
Xi Huang, Hongyi Zhou, Ge Li, Yucheng Tang, Weiran Liao, Björn Hein, Tamim Asfour, Rudolf Lioutikov
 PDF
Learning-Based Joint Control with Hierarchical Reinforcement Learning and On-Device Execution AI summary
Satoshi Yagi, Jun Morimoto
 PDF
Reinforcement Learning for Stair Locomotion of a Wheeled Bipedal Robot with Contact-Guided Behavior Cloning AI summary
Yi Gyeom Kim, Sejik Oh, Hyojin Jo, Dogyun Park, Nam Kyu Kwon
 PDF
Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
 PDF
COLSON: Controllable Learning-Based Social Navigation Via Diffusion-Based Reinforcement Learning AI summary
Kohei Matsumoto, Yuki Tomita, Yuki Hyodo, Ryo Kurazume
 PDF
ViTaS: Visual Tactile Soft Fusion Contrastive Learning for Visuomotor Learning AI summary
Yufeng Tian, Shuiqi Cheng, Tianming Wei, Tianxing Zhou, Yuanhang Zhang, Zixian Liu, Qianwei Han, Zhecheng Yuan, Huazhe Xu
 PDF
Learning Cooperative Strategies for Drone Swarms Using Multi-Agent Reinforcement Learning AI summary
Christian Llanes, Kyle Williams, Spencer Jensen, Samuel Coogan
 PDF
Reinforcement Learning Control Outperforms Iterative Learning in Exoskeleton-Assisted Gait Training AI summary
Andy Li, Haoran Li, Aytac Teker, Mariana Hernandez-Rocha, Biruk Gebre, Karen Nolan J., Kishore Pochiraju, Damiano Zanotto
 PDF
Learning Humanoid Arm Motion Via Centroidal Momentum Regularized Multi-Agent Reinforcement Learning AI summary
Ho Jae Lee, Se Hwan Jeon, Sangbae Kim
 PDF
Data-Efficient Constrained Robot Learning with Probabilistic Lagrangian Control AI summary
Shiming He, Yuzhe Ding
 PDF
Learning Neural Control Barrier Functions from Expert Demonstrations Using Inverse Constraint Learning AI summary
Yuxuan Yang, Hussein Sibai
 PDF
Enabling Embodied Human-Robot Co-Learning: Requirements, Method, and Test with Handover Task AI summary
Emma M. van Zoelen, Hugo Veldman-Loopik, Karel van den Bosch, Mark Neerincx, David A. Abbink, Luka Peternel
 PDF
Learning Behaviours for Decentralised Multi-Robot Collision Avoidance in Constrained Pathways Using Curriculum Reinforcement Learning AI summary
Md Mostafizur Rahman Komol, Brendan Tidd, Will Browne, Frederic Maire, Jason Williams, David Howard
 PDF
Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning AI summary
Kevin Huang, Rosario Scalise, Cleah Winston, Ayush Agrawal, Yunchu Zhang, Rohan Baijal, Markus Grotz, Byron Boots, Benjamin Burchfiel, Hongkai Dai, Masha Itkina, Paarth Shah, Abhishek Gupta
 PDF
ILCL: Inverse Logic-Constraint Learning from Temporally Constrained Demonstrations AI summary
Minwoo Cho, Jaehwi Jang, Daehyung Park
 PDF
Learning Contact Tasks Skills Based on DMP and Affordance Templates AI summary
Hunjo Lee, Gi-Hun Yang
 PDF
An Efficient Learning-Based Task Planning Approach Using a Bio-Inspired Action Context-Free Grammar for Bimanual Manipulation AI summary
Carmona David, Jun Yang, Haoyong Yu
 PDF
Rapid Robot Manipulation Policy Learning Via Hierarchical Foundation-Model Prior Distillation AI summary
Qingwei Dong, Jiyuan Zhang, Guangxi Wan, ruikai liu, Peng Zeng
 PDF
Learning Quadruped Walking from Seconds of Demonstration AI summary
Ruipeng Zhang, Hongzhan Yu, Ya-Chien Chang, Chenghao Li, Henrik I. Christensen, Sicun Gao
 PDF
Real-Time Online Learning for Model Predictive Control Using a Spatio-Temporal Gaussian Process Approximation AI summary
Lars Bartels, Amon Lahr, Andrea Carron, Melanie N. Zeilinger
 PDF