Evaluation of socially-aware robot navigation
As mobile robots are increasingly introduced into our daily lives, it grows ever more
imperative that these robots navigate with and among people in a safe and socially …
imperative that these robots navigate with and among people in a safe and socially …
Deep reinforcement learning for soft, flexible robots: Brief review with impending challenges
The increasing trend of studying the innate softness of robotic structures and amalgamating
it with the benefits of the extensive developments in the field of embodied intelligence has …
it with the benefits of the extensive developments in the field of embodied intelligence has …
A survey of inverse reinforcement learning
Learning from demonstration, or imitation learning, is the process of learning to act in an
environment from examples provided by a teacher. Inverse reinforcement learning (IRL) is a …
environment from examples provided by a teacher. Inverse reinforcement learning (IRL) is a …
A survey on human-aware robot navigation
Intelligent systems are increasingly part of our everyday lives and have been integrated
seamlessly to the point where it is difficult to imagine a world without them. Physical …
seamlessly to the point where it is difficult to imagine a world without them. Physical …
Socially compliant navigation through raw depth inputs with generative adversarial imitation learning
We present an approach for mobile robots to learn to navigate in dynamic environments with
pedestrians via raw depth inputs, in a socially compliant manner. To achieve this, we adopt …
pedestrians via raw depth inputs, in a socially compliant manner. To achieve this, we adopt …
Principles and guidelines for evaluating social robot navigation algorithms
A major challenge to deploying robots widely is navigation in human-populated
environments, commonly referred to as social robot navigation. While the field of social …
environments, commonly referred to as social robot navigation. While the field of social …
Socnavbench: A grounded simulation testing framework for evaluating social navigation
The human-robot interaction community has developed many methods for robots to navigate
safely and socially alongside humans. However, experimental procedures to evaluate these …
safely and socially alongside humans. However, experimental procedures to evaluate these …
Human-aware navigation planner for diverse human-robot interaction contexts
As more robots are being deployed into human environments, a human-aware navigation
planner needs to handle multiple contexts that occur in indoor and outdoor environments. In …
planner needs to handle multiple contexts that occur in indoor and outdoor environments. In …
Safety concerns emerging from robots navigating in crowded pedestrian areas
The slogan “robots will pervade our environment” has become a reality. Drones and ground
robots are used for commercial purposes while semi-autonomous driving systems are …
robots are used for commercial purposes while semi-autonomous driving systems are …