152 citations
- Carnegie Mellon UniversityUS5 papers
- Ludwig-Maximilians-Universität MünchenDE5 papers
- Center for Strategic ResearchRU4 papers
- Robotic Research (United States)US4 papers
- LMU KlinikumDE3 papers
- Optim Design (United States)US3 papers
- Aalborg UniversityDK2 papers
- Centre for Arctic Gas Hydrate, Environment and ClimateNO2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Columbia UniversityUS2 papers
- Stanford UniversityUS2 papers
- UiT The Arctic University of NorwayNO2 papers
43 papers
Bayesian policy gradient and actor-critic algorithms
Mohammad Ghavamzadeh, Yaakov Engel, Michal Valko
Policy gradient methods are reinforcement learning algorithms that adapt a parameterized policy by following a performance gradient estimate. Conventional policy gradient methods u…
DesigNet: Learning to Draw Vector Graphics as Designers Do
Tomas Guija-Valiente, Iago Suárez
AI-driven content generation has made remarkable progress in recent years. However, neural networks and human designers operate in fundamentally different ways, making collaboratio…
Kalman Filtering Based Flight Management System Modeling for AAM Aircraft
Balram Kandoria, Aryaman Singh Samyal
Advanced Air Mobility (AAM) operations are planned to utilize strategic flight planning services that predict temporal uncertainties to validate flight plans against hazards such a…
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Georg Ahnert, Anna-Carolina Haensch, Barbara Plank +1
Many in-silico simulations of human survey responses with large language models (LLMs) focus on generating closed-ended survey responses, whereas LLMs are typically trained to gene…
Two warm Earth-sized exoplanets and an Earth-sized candidate in the M5V-M6V binary system TOI-2267
S. Zúñiga-Fernández, F. J. Pozuelos, M. Dévora-Pajares +63
We report two warm Earth-sized exoplanets orbiting the close binary TOI-2267 (M5+M6, separation ~8 au). Data from TESS and ground-based facilities confirm the planets, but we canno…
EmbedOR: Provable Cluster-Preserving Visualizations with Curvature-Based Stochastic Neighbor Embeddings
Tristan Luca Saidi, Abigail Hickok, Bastian Rieck +1
Stochastic Neighbor Embedding (SNE) algorithms like UMAP and tSNE often produce visualizations that do not preserve the geometry of noisy and high dimensional data. In particular,…