Sean 2.0: Formalizing and generating social situations for robot navigation
We present SEAN 2.0, an open-source system designed to advance social navigation via
the training and benchmarking of navigation policies in varied social contexts. A key …
the training and benchmarking of navigation policies in varied social contexts. A key …
Hunavsim: A ros 2 human navigation simulator for benchmarking human-aware robot navigation
N Pérez-Higueras, R Otero… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
This work presents the Human Navigation Simulator (HuNavSim), a novel open-source tool
for the simulation of different human-agent navigation behaviors in scenarios with mobile …
for the simulation of different human-agent navigation behaviors in scenarios with mobile …
Watch out! there may be a human. addressing invisible humans in social navigation
PT Singamaneni, A Favier… - 2022 IEEE/RSJ …, 2022 - ieeexplore.ieee.org
Current approaches in human-aware or social robot navigation address the humans that are
visible to the robot. However, it is also important to address the possible emergences of …
visible to the robot. However, it is also important to address the possible emergences of …
Towards benchmarking human-aware social robot navigation: A new perspective and metrics
PT Singamaneni, A Favier… - 2023 32nd IEEE …, 2023 - ieeexplore.ieee.org
Human-aware robot navigation planning enables robots to traverse human-occupied
spaces socially. However, evaluating and benchmarking the 'human awareness' of such …
spaces socially. However, evaluating and benchmarking the 'human awareness' of such …
SocialGAIL: Faithful Crowd Simulation for Social Robot Navigation
Navigation through crowded human environments is challenging for social robots. While
reinforcement learning has been adopted for its capacity to capture complex interactions, the …
reinforcement learning has been adopted for its capacity to capture complex interactions, the …
Simulating intelligent human agents for intricate social robot navigation
Simulators are very effective tools in testing and debugging robotic systems before real-
world deployment. In the context of social robot navigation, simulated human agents are …
world deployment. In the context of social robot navigation, simulated human agents are …
Towards Inferring Users' Impressions of Robot Performance in Navigation Scenarios
Human impressions of robot performance are often measured through surveys. As a more
scalable and cost-effective alternative, we study the possibility of predicting people's …
scalable and cost-effective alternative, we study the possibility of predicting people's …
Adaptive Human-Robot Collaboration: Evolutionary Learning of Action Costs Using an Action Outcome Simulator
S Izquierdo-Badiola, G Alenyà… - 2023 32nd IEEE …, 2023 - ieeexplore.ieee.org
One of the main challenges for successful human-robot collaborative applications lies in
adapting the plan to the human agent's changing state and preferences. A promising …
adapting the plan to the human agent's changing state and preferences. A promising …
Invisible Humans in Human-aware Robot Navigation
Human-aware robot navigation addresses the navigation of the robot in the presence of
humans. Although significant research exists for addressing the visible humans, there is a …
humans. Although significant research exists for addressing the visible humans, there is a …