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1162 result(s) for “Learning from Experience” Page 7 of 24
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Adaptive Stochastic Nonlinear Model Predictive Control with Look-Ahead Deep Reinforcement Learning for Autonomous Vehicle Motion Control
Baha Zarrouki, Chenyang Wang, Johannes Betz
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Binary Amplitude-Only Hologram Design for Acoustic End-Effector Construction by Physics-Based Deep Learning
Qing Liu, hu su, Jiaqi Li, Y.F. Li, zhiyuan ZHANG, Song LIU
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Learning Bimanual Manipulation Policies for Bathing Bed-Bound People
Yijun Gu, Yiannis Demiris
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OPG-Policy: Occluded Push-Grasp Policy Learning with Amodal Segmentation
Hao Ding, Yiming Zeng, Zhaoliang Wan, Hui Cheng
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Scalable Multi-Agent Reinforcement Learning for Warehouse Logistics with Robotic and Human Co-Workers
Aleksandar Krnjaic, Raul Dacian Steleac, Jonathan David Thomas, Georgios Papoudakis, Lukas Schäfer, Andrew To, Kuan-Ho Lao, Murat Cubuktepe, Matthew Haley, Peter Börsting, Stefano V. Albrecht
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Data Efficient Behavior Cloning for Fine Manipulation Via Continuity-Based Corrective Labels
Abhay Deshpande, Liyiming Ke, Quinn Pfeifer, Abhishek Gupta, Siddhartha Srinivasa
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D-MARL: A Dynamic Communication-Based Action Space Enhancement for Multi Agent Reinforcement Learning Exploration of Large Scale Unknown Environments
Gabriele Calzolari, Vidya Sumathy, Christoforos Kanellakis, George Nikolakopoulos
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Learning Social Cost Functions for Human-Aware Path Planning
Andrea Eirale, Matteo Leonetti, Marcello Chiaberge
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ActNeRF: Uncertainty-Aware Active Learning of NeRF-Based Object Models for Robot Manipulators Using Visual and Re-Orientation Actions
Saptarshi Dasgupta, Akshat Gupta, Shreshth Tuli, Rohan Paul
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Learning to Estimate the Pose of a Peer Robot in a Camera Image by Predicting the States of Its LEDs
Nicholas Carlotti, Mirko Nava, Alessandro Giusti
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Learning Incipient Slip with GelSight Sensors: Attention Classification with Video Vision Transformers
Amit Parag, Edward Adelson, Ekrem Misimi
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Multi-Agent Deep Reinforcement Learning for Persistent Monitoring with Sensing, Communication, and Localization Constraints
Manav Mishra, Prithvi Poddar, RAJAT AGRAWAL, Jingxi Chen, Pratap Tokekar, Sujit PB
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Learning Concept-Based Causal Transition and Symbolic Reasoning for Visual Planning
Yilue Qian, Peiyu Yu, Ying Nian Wu, Yao Su, Wei Wang, Lifeng Fan
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Continual Domain Randomization
Josip Josifovski, Sayantan Auddy, Mohammadhossein Malmir, Justus Piater, Alois Knoll, Nicolás Navarro-Guerrero
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Reinforcement Learning Control for Autonomous Hydraulic Material Handling Machines with Underactuated Tools
Filippo Alberto Spinelli, Pascal Arturo Egli, Julian Nubert, Fang Nan, Thilo Bleumer, Patrick Goegler, Stephan Brockes, Ferdinand Hofmann, Marco Hutter
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MQE: Unleashing the Power of Interaction with Multi-Agent Quadruped Environment
Ziyan Xiong, bo chen, Shiyu Huang, Wei-Wei Tu, Zhaofeng He, Yang Gao
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An End-To-End Deep Reinforcement Learning Based Modular Task Allocation Framework for Autonomous Mobile Systems
Song Ma, Jingqing Ruan, Yali Du, Richard Bucknall, Yuanchang Liu
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IntervenGen: Interventional Data Generation for Robust and Data-Efficient Robot Imitation Learning
Ryan Hoque, Ajay Uday Mandlekar, Caelan Garrett, Ken Goldberg, Dieter Fox
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Embodiment: Self-Supervised Depth Estimation Based on Camera Models
Jinchang Zhang, PRAVEEN KUMAR REDDY KAMSANI, Xue Iuan Wong, Yiannis Aloimonos, Guoyu Lu
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GeRM: A Generalist Robotic Model with Mixture-Of-Experts for Quadruped Robot
Wenxuan Song, Han Zhao, Pengxiang Ding, Can Cui, Shangke Lyu, YaNing Fan, Donglin Wang
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Competitive Multi-Team Behavior in Dynamic Flight Scenarios
Tim Niklas Seyde, Mathias Lechner, Joshua Rountree, Daniela Rus
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CurricularVPR: Curricular Contrastive Loss for Visual Place Recognition
Dongshuo Zhang, Nanhua Chen, MEIQING WU, Siew Kei Lam
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Meta SAC-Lag: Towards Deployable Safe Reinforcement Learning Via MetaGradient-Based Hyperparameter Tuning
Homayoun Honari, Amir Mehdi Soufi Enayati, Mehran Ghafarian Tamizi, Homayoun Najjaran
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Decentralized Multi-Robot Navigation Coupled with Spatial-Temporal RetNet Based on Deep Reinforcement Learning
Lin Chen, Yaonan Wang, Zhiqiang Miao, Mingtao Feng, Yuanzhe Wang, Yang Mo, zhen zhou, Hesheng Wang, Danwei Wang
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BEVPose: Unveiling Scene Semantics through Pose-Guided Multi-Modal BEV Alignment
Mehdi Hosseinzadeh, Ian Reid
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SuPerPM: A Surgical Perception Framework Based on Deep Point Matching Learned from Physical Constrained Simulation Data
Shan Lin, Albert Miao, Ali Alabiad, Fei Liu, Kaiyuan Wang, Jingpei Lu, Florian Richter, Michael C. Yip
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Bridging the Sim-To-Real Gap with Bayesian Inference
Jonas Rothfuss, Bhavya Sukhija, Lenart Treven, Florian Dorfler, Stelian Coros, Andreas Krause
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Pseudo-Domain Adversarial Networks with Electrical Impedance Tomography for Electrode Offset Error
Gengchen Xu, Haofeng Chen, Xuanxuan Yang, gang ma, Xiaojie Wang
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Probabilistic Inference of Human Capabilities from Passive Observations
Peter Tisnikar, Gerard Canal, Matteo Leonetti
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Model-Based Policy Optimization Using Symbolic World Model
Andrey Gorodetsky, Konstantin Mironov, Aleksandr Panov
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Masked Mutual Guidance Transformer Tracking
baojie fan, Zhiquan Wang, Jiajun Ai, caiyu zhang
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A Novel Variable Step-Size Path Planning Framework with Step Consistent Markov Decision Process for Large Scale UAV Swarm
Dan Xu, Yunxiao Guo, Han Long, Chang Wang
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Neural Kinodynamic Planning: Learning for Kinodynamic Tree Expansion
Tin Lai, Weiming Zhi, Tucker Hermans, Fabio Ramos
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Automatic Image Annotation for Mapped Features Detection
Maxime Noizet, Philippe Xu, Philippe Bonnifait
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Foam-Embedded Soft Robotic Joint with Inverse Kinematic Modeling by Iterative Self-Improving Learning
Anlun Huang, Yongxi Cao, Jiajie Guo, Zhonggui Fang, Yinyin Su, Sicong LIU, Juan Yi, Hongqiang WANG, Jian Dai, Zheng Wang
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Embodiment Randomization for Cross Embodiment Navigation
Pranav Putta, Gunjan Aggarwal, Roozbeh Mottaghi, Dhruv Batra, Naoki Yokoyama, Joanne Truong, Arjun Majumdar
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PolyFit: A Peg-In-Hole Assembly Framework for Unseen Polygon Shapes Via Sim-To-Real Adaptation
Geonhyup Lee, Joosoon Lee, Sangjun Noh, Minhwan Ko, Kangmin Kim, Kyoobin Lee
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Panoptic Out-Of-Distribution Segmentation
Rohit Mohan, Kiran Kumaraswamy, Hurtado Juana Valeria, Kürsat Petek, Abhinav Valada
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Whole-Body Humanoid Robot Locomotion with Human Reference
Qiang Zhang, Peter Cui, David Yan, Jingkai SUN, YIQUN DUAN, Gang Han, Wen Zhao, Weining ZHANG, Yijie Guo, Arthur Zhang, Renjing Xu
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Autonomous Guidewire Navigation in Dynamic Environments
Valentina Scarponi, François Lecomte, Michel Duprez, Florent Nageotte, Stephane Cotin
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Kinematics-Aware Trajectory Generation and Prediction with Latent Stochastic Differential Modeling
Ruochen Jiao, Yixuan Wang, Xiangguo Liu, Sinong Zhan, Chao Huang, Qi Zhu
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Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization
Cho-Ying Wu, Yiqi Zhong, Junying Wang, Ulrich Neumann
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Pre-Grasp Approaching on Mobile Robots: A Pre-Active Layered Approach
Lakshadeep Naik, Sinan Kalkan, Norbert Krüger
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MaskingDepth: Masked Consistency Regularization for Semi-Supervised Monocular Depth Estimation
Jongbeom Baek, Gyeongnyeon Kim, Seonghoon Park, Honggyu An, Matteo Poggi, Seungryong Kim
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Self-Reconfiguration Strategies for Space-Distributed Spacecraft
Tianle Liu, Zhixiang Wang, Yongwei Zhang, Ziwei Wang, Zihao Liu, Yizhai Zhang, Panfeng Huang
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Benchmarking Smoothness and Reducing High-Frequency Oscillations in Continuous Control Policies
Guilherme Henrique Galelli Christmann, Ying-Sheng Luo, Hanjaya Mandala, Wei-Chao Chen
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ParkingE2E: Camera-Based End-To-End Parking Network, from Images to Planning
Changze Li, Ziheng Ji, Zhe Chen, Tong Qin, Ming Yang
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Redefining Data Pairing for Motion Retargeting Leveraging a Human Body Prior
XIYANA VEROSKA FIGUERA MICHAL, Soogeun Park, Hyemin Ahn
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RISE: 3D Perception Makes Real-World Robot Imitation Simple and Effective
Chenxi Wang, Hongjie Fang, Hao-Shu Fang, Cewu Lu
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Deformable Objects Perception Is Just a Few Clicks Away � Dense Annotations from Sparse Inputs
Alessio Caporali, Kevin Galassi, Matteo Pantano, Gianluca Palli
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