• cooperative intelligence

Our Research

Learning

Learning

Confidences for Learning Systems
Supervised learning methods take a possibly large set of training examples and adapt their representation to achieve a good fit to the…

Robotics

Robotics

Innovation
Future robotics applications will require complex movement skills that coordinate many degrees of freedom and incorporate sensory feedback…

Personalization & HMI

Personalization & HMI

Assistance on demand
The assistance on demand concept offers a highly personalized and context-based approach by delivering assistance only when the driver …

Data Analytics

Data Analytics

Shape Mining
In shape mining, data from engineering design across different tools and disciplines are integrated and analysed…

System Optimization

System Optimization

Evolvability of Representations
A successful design optimization depends on the underlying representation. Complex system engineering addresses the challenge…

Decision Making

Decision Making

Cooperative Creativity
The generation of alternatives that is required in any decision making process can be regarded as a creative step if the alternative is sufficiently…

System Architecture

System Architecture

Incremental hierarchical architectures
In biology, hierarchical systems are the basis for the mental and behavioral capabilities of humans and higher animals. They facilitate a cognitiv…

Cooperative Behavior

Cooperative Behavior

Cooperative Driving
Cooperative driving is the joint predictive avoidance of potentially hazardous situations by commutative actions between the vehicle…

Perception & Representation

Perception & Representation

Sensor Fusion and Multi-Cue Integration
For a cognitive system, the reliable detection and estimation of static and dynamic scene elements is a key capability. Autonomous vehicles have…

Risk & Planning

Risk & Planning

Intention Estimation using Predictive Risk Maps
A key attribute of intelligent mobile systems is the capability to smoothly navigate in highly…

Prediction

Prediction

Prediction of a Highway Lane Change
We combine two prediction methods: First, a prediction based on the contextual situation of the vehicle, whose behavior we want to…

Machine Ethics

Machine Ethics

Cooperative Intelligence
When Soichiro Honda established the Honda Technical Research Institute and later the Honda Motor Co. Ltd. after the 2nd world war, he…

Rear Approach Warning

Rear Approach Warning

Innovation
Increasing the safety and the rider’s situational awareness is important for motorcycles.  Honda has been pioneering motorcycle safety from…

Intelligent Adaptive Cruise Control

Intelligent Adaptive Cruise Control

Innovation
Future driver assistant and autonomous driving systems need to be able to foresee the actions of other drivers. At HRI-EU we have applied our…

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