IAS-17: 17TH INTERNATIONAL CONFERENCE ON INTELLIGENT AUTONOMOUS SYSTEMS
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
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)
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)
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
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
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
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
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
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

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09:00-10:00 Session 6: Keynote talk
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)
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
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
Location: Ban Jelačić
13:10
Probabilistic and Machine Learning Approaches for Autonomous Robots and Automated Driving (abstract)
Thursday, June 16th

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10:00-10:30Coffee Break
10:30-11:50 Session 11A: (iS) Autonomous robots in warehouse automation
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
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