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20162026
most citedLearning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning

4 citations · 11 across the 9 of their papers we have counts for

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5 papers · 1 filter

cs.RO2026

Video2SwimFish: An Automated Pipeline for Reconstructing Controllable Fish Models and Biological Locomotion from Real Fish Videos

Hangong Chen, Linfeng Cheng, Tahsin Zaman Jilan +4

We present Video2SwimFish, an automated pipeline and benchmark for building controllable fish assets from real-fish videos for underwater embodied AI. Given synchronized multi-view…

cs.RO2025

NatSGLD: A Dataset with Speech, Gesture, Logic, and Demonstration for Robot Learning in Natural Human-Robot Interaction

Snehesh Shrestha, Yantian Zha, Saketh Banagiri +3

Recent advances in multimodal Human-Robot Interaction (HRI) datasets emphasize the integration of speech and gestures, allowing robots to absorb explicit knowledge and tacit unders…

cs.RO2024

AAM-SEALS: Developing Aerial-Aquatic Manipulators in SEa, Air, and Land Simulator

William Yang, Karthikeya Kona, Yashveer Jain +4

Current mobile manipulators and high-fidelity simulators lack the ability to seamlessly operate and simulate across integrated environments spanning sea, air, and land. To address…

cs.RO2024★ 4 cited

NatSGD: A Dataset with Speech, Gestures, and Demonstrations for Robot Learning in Natural Human-Robot Interaction

Snehesh Shrestha, Yantian Zha, Saketh Banagiri +3

Recent advancements in multimodal Human-Robot Interaction (HRI) datasets have highlighted the fusion of speech and gesture, expanding robots' capabilities to absorb explicit and im…

cs.RO2021★ 1 cited

Contrastively Learning Visual Attention as Affordance Cues from Demonstrations for Robotic Grasping

Yantian Zha, Siddhant Bhambri, Lin Guan

Conventional works that learn grasping affordance from demonstrations need to explicitly predict grasping configurations, such as gripper approaching angles or grasping preshapes.…