Search Results for author: Angel Romero

Found 4 papers, 2 papers with code

Bootstrapping Reinforcement Learning with Imitation for Vision-Based Agile Flight

no code implementations18 Mar 2024 Jiaxu Xing, Angel Romero, Leonard Bauersfeld, Davide Scaramuzza

Our experiments in both simulated and real-world environments demonstrate that our approach achieves superior performance and robustness than IL or RL alone in navigating a quadrotor through a racing course using only visual information without explicit state estimation.

Imitation Learning reinforcement-learning +1

Cracking Double-Blind Review: Authorship Attribution with Deep Learning

1 code implementation14 Nov 2022 Leonard Bauersfeld, Angel Romero, Manasi Muglikar, Davide Scaramuzza

In this work, we present a transformer-based, neural-network architecture that only uses the text content and the author names in the bibliography to attribute an anonymous manuscript to an author.

Attribute Authorship Attribution

Time-Optimal Planning for Quadrotor Waypoint Flight

1 code implementation10 Aug 2021 Philipp Foehn, Angel Romero, Davide Scaramuzza

However, this time allocation is a priori unknown and renders previous works incapable of producing truly time-optimal trajectories.

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