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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
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 …
SocialGAIL: Faithful Crowd Simulation for Social Robot Navigation
B Ling, Y Lyu, D Li, G Gao, Y Shi… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
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 …
Towards benchmarking human-aware social robot navigation: A new perspective and metrics
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 …
Adaptive human-robot collaboration: Evolutionary learning of action costs using an action outcome simulator
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 …
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 …
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 …