PROGRAM
Days: Tuesday, June 14th Wednesday, June 15th Thursday, June 16th
Tuesday, June 14th
View this program: with abstractssession overviewtalk overview
09:00-10:00 Session 2: Keynote talk
Chair:
Location: Ban Jelačić
09:00 | Learning perception, action and interaction (abstract) |
10:00-10:30Coffee Break
10:30-12:10 Session 3A: Collaborative robots (I)
Chair:
Location: Ban Jelačić
10:30 | Evaluation of Software for Risk Assessment Focusing on Human-Robot Collaboration (abstract) |
10:50 | Goal Inference via Corrective Path Demonstration for Human-robot Collaboration (abstract) |
11:10 | Skeleton-based Action and Gesture Recognition for Human-Robot Collaboration (abstract) |
11:30 | Benchmarking variable-stiffness grippers (abstract) |
11:50 | Evaluation of Safe Reinforcement Learning with CoMirror Algorithm in a Non-Markovian Reward Problem (abstract) |
10:30-12:10 Session 3B: Navigation (I)
Chair:
Location: Ban Mažuranić
10:30 | Minimum Displacement Motion Planning for Movable Obstacles (abstract) |
10:50 | Mixed Use of Pontryagin's Principle and the Hamilton-Jacobi-Bellman Equation in Infinite-and Finite Horizon Constrained Optimal Control (abstract) |
11:10 | Comparing SONN Types for Efficient Robot Motion Planning in the Joint Space (abstract) |
11:30 | Physics-Based Motion Planning of a Fruit Harvesting Manipulator for Pushing Obstacles in a Cluttered Environment (abstract) |
11:50 | A Dynamics-Aware NMPC Method for Robot Navigation Among Moving Obstacles (abstract) |
10:30-12:10 Session 3C: Learning
Chair:
Location: Ban Zrinski
10:30 | Learning Sequential Latent Variable Models from Multimodal Time Series Data (abstract) |
10:50 | Pushing the Limits of Learning-based Traversability Analysis for Autonomous Driving on CPU (abstract) |
11:10 | Sensor-Based Navigation Using Hierarchical Reinforcement Learning (abstract) |
11:30 | Traction optimization for robust navigation in unstructured environments using deep neural networks on the example of the off-road truck Unimog (abstract) |
11:50 | Flattening clothes with a single-arm robot based on reinforcement learning (abstract) |
12:10-13:00Lunch Break
13:10-14:50 Session 4A: Robot Simulations
Chair:
Location: Ban Mažuranić
13:10 | A Monte Carlo Framework for Incremental Improvement of Simulation Fidelity (abstract) |
13:30 | Real2Sim or Sim2Real: Robotics Visual Insertion using Deep Reinforcement Learning and Real2Sim Policy Adaptation (abstract) |
13:50 | Towards Synthetic Data: Dealing with the Texture-Bias in Sim2real Learning (abstract) |
14:10 | On Scene Engineering and Domain Randomization: Synthetic Data for Industrial Item Picking (abstract) |
14:30 | Interspecies Collaboration in the Design of Visual Identity: A Case Study (abstract) |
13:10-14:50 Session 4B: 3D vision
Chair:
Location: Ban Zrinski
13:10 | Hyperspectral 3D Point Cloud Segmentation with RandLA-Net (abstract) |
13:30 | 3D Semantic Scene Perception using Distributed Smart Edge Sensors (abstract) |
13:50 | Collision Warning by Rotating 2D LiDAR for Safe Crane Operation (abstract) |
14:10 | Semantic Classification in Uncolored 3D Point Clouds using Multiscale Features (abstract) |
14:30 | On the Evaluation of RGB-D-based Categorical Pose and Shape Estimation (abstract) |
13:10-14:50 Session 4C: Multi-robot systems
Chair:
Location: Ban Jelačić
13:10 | State-Aware Layered BTs — Behavior Tree Extensions for Post-Actions, Preferences and Local Priorities in Robotic Applications (abstract) |
13:30 | Multi-agent Coordination based on POMDPs and Consensus for Active Perception (abstract) |
13:50 | KI5GRob: Fusing Cloud Computing and AI for Scalable Robotic System in Production and Logistics (abstract) |
14:10 | A Correlated Random Walk Model to Rapidly Approximate Hitting Time Distributions in Multi-Robot Systems (abstract) |
14:30 | Synthesis and monitoring of complex tasks for heterogeneous robots in an Industry 4.0 scenario (abstract) |
14:50-15:20Coffee Break
15:20-17:00 Session 5A: Navigation (II)
Chair:
Location: Ban Jelačić
15:20 | Benchmark of Sampling-Based Optimizing Planners for Outdoor Robot Navigation (abstract) |
15:40 | 3D Traversability Analysis in Forest Environments based on Mechanical Effort (abstract) |
16:00 | Two-step Planning of Dynamic UAV Trajectories using Iterative δ-Spaces (abstract) |
16:20 | End-to-end path estimation and automatic dataset generation for robot navigation in plant-rich environments (abstract) |
16:40 | Localization on indoor topological maps - SCAM: Scale-Compatible Adaptive Monte-Carlo Localization (abstract) |
15:20-17:00 Session 5B: Automated driving and traffic
Chair:
Location: Ban Zrinski
15:20 | Training traffic light behavior with end-to-end learning (abstract) |
15:40 | On Demand Ride Sharing: Scheduling of an Autonoumous Bus Fleet for Last Mile Travel (abstract) |
16:00 | Lane Change Classification with Neural Networks for Automated Conversion of Logical Scenarios (abstract) |
16:20 | Trajectory Analysis in a Lane-Based UAS Traffic Management System (abstract) |
Wednesday, June 15th
View this program: with abstractssession overviewtalk overview
09:00-10:00 Session 6: Keynote talk
Chair:
Location: Ban Jelačić
09:00 | Learning from Human-Robot Interaction (abstract) |
10:00-10:30Coffee Break
10:30-12:10 Session 7A: (iS) Advanced and intelligent control design for underwater robots
Chair:
Location: Ban Jelačić
10:30 | (i) Acoustical Underwater Localization of a Remotely Operated Vehicle in Mariculture (abstract) |
10:50 | (i) A Virtual Online Simulator Design for the Docking of Unmanned Underwater Vehicle (abstract) |
11:10 | (i) Simulation Environment for Underwater Vehicles Testing and Training in Unity3D (abstract) |
11:30 | (i) Sliding Mode Control for Underwater Multi-DoF Hydraulic Manipulator (abstract) |
11:50 | Path Following for Underwater Inspection allowing Manoeuvring Constraints (abstract) |
10:30-12:10 Session 7B: Collaborative robots (II)
Chair:
Location: Ban Zrinski
10:30 | Validation of shared intelligence approach for teleoperating telepresence robots through inaccurate interfaces (abstract) |
10:50 | Uncertainty Estimation for Safe Human-Robot Collaboration using Conservation Measures (abstract) |
11:10 | Post-facto Misrecognition Filter based on Resumable Interruptions for Coping with Real World Uncertainty in the Development of Reactive Robotic Behaviors (abstract) |
11:30 | Gestural and Touchscreen Interaction for Human-Robot Collaboration: a Comparative Study (abstract) |
11:50 | Development and Evaluation of Fiber Reinforced Modular Soft Actuators and an Individualized Soft Rehabilitation Glove (abstract) |
10:30-12:10 Session 7C: Perception
Chair:
Location: Ban Mažuranić
10:30 | On Hand-Eye Calibration via On-Manifold Gauss-Newton Optimization (abstract) |
10:50 | YOLOPose: Transformer-based Multi-Object 6D Pose Estimation using Keypoint Regression (abstract) |
11:10 | People Tracking in Panoramic Video for Guiding Robots (abstract) |
11:30 | Clustering-based refinement for 3D human body parts segmentation (abstract) |
11:50 | Autonomous Exploration for 3D Mapping Using a Mobile Manipulator Robot with an RGB-D Camera (abstract) |
12:10-13:10Lunch Break
13:10-14:10 Session 8: Keynote talk
Chair:
Location: Ban Jelačić
13:10 | Probabilistic and Machine Learning Approaches for Autonomous Robots and Automated Driving (abstract) |
14:10-14:50 Session 9: Industry Session
Chair:
Location: Ban Jelačić
14:10 | Visage Technologies (abstract) |
14:25 | Gideon Ltd. (abstract) PRESENTER: Josip Cesic |
Thursday, June 16th
View this program: with abstractssession overviewtalk overview
09:00-10:00 Session 10: Keynote talk
Chair:
Location: Ban Jelačić
09:00 | Social robots in public space (abstract) |
10:00-10:30Coffee Break
10:30-11:50 Session 11A: (iS) Autonomous robots in warehouse automation
Chairs:
Location: Ban Jelačić
10:30 | Path Planning of Multiple Automatic Guided Vehicles with Tricycle Kinematics Considering Priorities and Occupancy Time Windows (abstract) |
10:50 | Cyber-Physical Platform with Miniature Robotic Vehicles for Research and Development of Autonomous Mobile Systems (abstract) |
11:10 | Autonomous hierarchy creation for path planning of mobile robots in large environments (abstract) |
11:30 | Improving the flow in multi-robot logistic systems through optimization of layout roadmaps (abstract) |
10:30-11:50 Session 11B: Vision and Manipulation
Chair:
Location: Ban Zrinski
10:30 | Reaching Motion Planning with Vision-Based Deep Neural Networks for Dual Arm Robots (abstract) |
10:50 | Kinematic calibration of a collaborative robot by a marker based optical measurement procedure. (abstract) |
11:10 | Randomized Robotic Visual Quality Inspection with In-hand Camera (abstract) |
11:30 | Articulated Objects: from Detection to Manipulation - Survey (abstract) |
12:10-13:10Lunch Break