Research Analyzer
← ICRA 2026

All Papers

2898 papers in this venue.

Clear
964 result(s) for “Reinforcement Learning” Page 7 of 20
Title & Authors Actions
HMSim: A Hierarchical Multi-Agent Simulator for Autonomous Vehicles AI summary
Haolan Liu, Jishen Zhao, Liangjun Zhang
 PDF
VDS-Nav: Volumetric Depth-Based Safe Navigation for Aerial Robots�Bridging the Sim-To-Real Gap AI summary
Van Huyen Dang, Adrian Redder, Huy Pham, Andriy Sarabakha, Erdal Kayacan
 PDF
TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics AI summary
Yi Han, Enshen Zhou, Shanyu Rong, Jingkun An, Pengwei Wang, Zhongyuan Wang, Cheng Chi, Lu Sheng, Shanghang Zhang
 PDF
UrbanVLA: A Vision-Language-Action Model for Urban Micromobility AI summary
Anqi Li, Zhiyong Wang, Jiazhao Zhang, Minghan Li, Yunpeng Qi, Zhibo Chen, Zhizheng Zhang, He Wang
 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
Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
 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
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 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
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
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
Task-Parameterized Motion Learning with Time-Sensitive Constraints AI summary
Julian Richter, João P. Oliveira, Christian Scheurer, Jochen J. Steil, Niels Dehio
 PDF
Learning Policies for Dynamic Coalition Formation in Multi-Robot Task Allocation AI summary
Lucas Bezerra, Ataide Santos, Shinkyu Park
 PDF
Instrumentation for Imitation Learning: Enhancing Training Datasets for Clothes Hanger Insertion AI summary
Remko Proesmans, Thomas Lips, Francis wyffels
 PDF
A Modular Residual Learning Framework to Enhance Model-Based Approach for Robust Locomotion AI summary
Min-Gyu Kim, Dongyun Kang, Hajun Kim, Hae-Won Park
 PDF
Learning Problem Decomposition for Efficient Sequential Multi-Object Manipulation Planning (resubmitted) AI summary
Yan Zhang, Teng Xue, Amirreza Razmjoo, Sylvain Calinon
 PDF
Learning Sidewalk Autopilot from Multi-Scale Imitation with Corrective Behavior Expansion AI summary
Honglin He, Yukai Ma, Brad Squicciarini, Wayne Wu, Bolei Zhou
 PDF
LighterBEV: LiDAR Global Localization Meets Online Learning AI summary
BinHong Liu, Tao Yang, Haoji Cao, Shuqi FU, YangWang Fang, Zhi Yan
 PDF
DiSPo: Diffusion-SSM Based Policy Learning for Coarse-To-Fine Action Discretization AI summary
Nayoung Oh, Jaehyeong Jang, Moonkyeong Jung, Daehyung Park
 PDF
Task Generalization with Pathwise Conditioning of Gaussian Process for Learning from Demonstration AI summary
Adrian Prados, Gonzalo Espinoza, Alberto Mendez, Ramon Barber
 PDF
Complexity Reduction of the Three-Point Dubins Problem (3PDP) Via Symmetry Exploitation for Machine Learning Purposes AI summary
Marco Frego, Enrico Saccon, Davide De Martini, Luigi Palopoli
 PDF
ALOHA Lightning: Learning Fast and Precise Manipulation AI summary
John Hua Yao, Qi Wu, Yihuai Gao, Chelsea Finn, Zipeng Fu
 PDF
Heterogeneous Skill Learning for Asynchronous Multi-Robot Relay Pushing in Complex Environments AI summary
Hui Zhi, David Navarro-Alarcon
 PDF
Viper: Verifiable Imitation Learning Policy for Efficient Robotic Manipulation AI summary
Xianfeng Cheng, Qing Gao, Guangyu Chen, Rui Xiong, Junjie Hu, Yulan Guo, Zhaojie Ju
 PDF
PIMBS: Efficient Body Schema Learning for Musculoskeletal Humanoids with Physics-Informed Neural Networks AI summary
Kento Kawaharazuka, Takahiro Hattori, Keita Yoneda, Kei Okada
 PDF
Two-Time-Scale Composite Learning Online Identification and Control for Compliant-Joint Robots AI summary
Tian Shi, Lin Liu, Qian Wang, Jinya Su, Shihua Li, Yongping Pan
 PDF
Learning-Based Torque Estimation for Harmonic Drive Actuators AI summary
Chun-Hung Huang, Chun Wei Chen, Chao-Chieh Lan
 PDF
Learning-Based Safety-Aware Task Scheduling for Efficient Human-Robot Collaboration AI summary
Marco Faroni, Alessio Spanò, Andrea Maria Zanchettin, Paolo Rocco
 PDF
Informed Federated Learning to Train a Robotic Arm Inverse Dynamic Model AI summary
Gabriel Jimenez-Perera, Brayan Valencia-Vidal, Niceto R. Luque, Eduardo Ros, Francisco Barranco
 PDF
Zero-Shot Exocentric Viewpoint-Robust Imitation Learning (VIL): Bridging Handheld Gripper and Exocentric Views AI summary
Boyan Li, Peilin Meng, Chang Liu, Yulin Chen, Qi Zhou, Youyi Bi
 PDF
Learning to Drive by Imitating Surrounding Vehicles AI summary
Yasin Sonmez, Hanna Krasowski, Murat Arcak
 PDF
SPREAD: Subspace Representation Distillation for Lifelong Imitation Learning AI summary
Kaushik Roy, Giovanni Salvatore D'urso, Nicholas Lawrance, Brendan Tidd, Peyman Moghadam
 PDF
Efficient Learning of Object Placement with Intra-Category Transfer AI summary
Adrian Röfer, Russell Buchanan, Maximilian Argus, Sethu Vijayakumar, Abhinav Valada
 PDF
Y-MAP-Net: Learning from Foundation Models for Real-Time, Multi-Task Scene Perception AI summary
Ammar Qammaz, Nikolaos Vasilikopoulos, Iason Oikonomidis, Antonis Argyros
 PDF
The Impact of Motor Action on Language Acquisition and Action-Verb Learning in a Robot AI summary
Zakaria LEMHAOURI, Laura Cohen, Ann Nowé, Lola Canamero
 PDF
ADGaussian: Generalizable Gaussian Splatting for Autonomous Driving Via Multi-Modal Joint Learning AI summary
Qi Song, Chenghong Li, Haotong Lin, Sida Peng, Rui Huang
 PDF
SeFA-Policy: Fast and Accurate Visuomotor Policy Learning with Selective Flow Alignment AI summary
Rong Xue, Jiageng Mao, Mingtong Zhang, Yue Wang
 PDF
CAPS: Context-Aware Priority Sampling for Enhanced Imitation Learning in Autonomous Driving AI summary
Hamidreza Mirkhani, Behzad Khamidehi, Ehsan Ahmadi, mohammed elmahgiubi, Weize Zhang, Fazel Arasteh, Umar Rajguru, Kasra Rezaee, Dongfeng Bai
 PDF
TransLocNet: Cross-Modal Attention for Aerial-Ground Vehicle Localization with Contrastive Learning AI summary
Phu Pham, Damon Conover, Aniket Bera
 PDF
GSAT: Geometric Traversability Estimation Using Self-Supervised Learning with Anomaly Detection for Diverse Terrains AI summary
Dongjin Cho, Miryeong Park, Juhui Lee, Geonmo Yang, Younggun Cho
 PDF
CLEVER: Stream-Based Active Learning for Robust Semantic Perception from Human Instructions AI summary
Jongseok Lee, Timo Birr, Rudolph Triebel, Tamim Asfour
 PDF
KAN Policy: Learning Efficient and Smooth Robotic Trajectories Via Kolmogorov-Arnold Networks AI summary
Zikang Chen, Fei Gao, Ziya Yu, and Peng Li
 PDF
FlightBench: Benchmarking Learning-Based Methods for Ego-Vision-Based Quadrotors Navigation AI summary
Shu'ang Yu, Chao Yu, Feng Gao, Yi Wu, Yu Wang
 PDF
Integration and Continual Learning-Based Modeling of a Soft Robotic Sensor for Social Robot Proprioception AI summary
Pak Chuen Hau, Seshagopalan Thorapalli Muralidharan, Randy Gomez, Georgios Andrikopoulos
 PDF
The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning AI summary
Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Chris Xiaoxuan Lu, Oisin Mac Aodha
 PDF