Paulo E. Rauber

20 papers A* 2Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Exploration with Foundation Models: Capabilities, Limitations, and Hybrid Approaches.
CoRR
Remo Sasso, Michelangelo Conserva, Dominik Jeurissen, Paulo E. Rauber
2025 J jnl
Foundation Models as World Models: A Foundational Study in Text-Based GridWorlds.
CoRR
Remo Sasso, Michelangelo Conserva, Dominik Jeurissen, Paulo E. Rauber
2025 J jnl
On the Limits of Tabular Hardness Metrics for Deep RL: A Study with the Pharos Benchmark.
CoRR
Michelangelo Conserva, Remo Sasso, Paulo E. Rauber
2023 A* conf
Posterior Sampling for Deep Reinforcement Learning.
ICML
Remo Sasso, Michelangelo Conserva, Paulo E. Rauber
2023 J jnl
Posterior Sampling for Deep Reinforcement Learning.
CoRR
Remo Sasso, Michelangelo Conserva, Paulo E. Rauber
2022 A* conf
Hardness in Markov Decision Processes: Theory and Practice.
NeurIPS
Michelangelo Conserva, Paulo E. Rauber
2022 J jnl
Hardness in Markov Decision Processes: Theory and Practice.
CoRR
Michelangelo Conserva, Paulo E. Rauber
2022 J jnl
Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits.
Neural Comput.
Aditya A. Ramesh, Paulo E. Rauber, Michelangelo Conserva, Jürgen Schmidhuber
2021 J jnl
Reinforcement Learning in Sparse-Reward Environments With Hindsight Policy Gradients.
Neural Comput.
Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber
2020 J jnl
Recurrent Neural-Linear Posterior Sampling for Non-Stationary Contextual Bandits.
CoRR
Aditya A. Ramesh, Paulo E. Rauber, Jürgen Schmidhuber
2019 — conf
Hindsight policy gradients.
ICLR (Poster)
Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber
2018 J jnl
Projections as visual aids for classification system design.
Inf. Vis.
Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea
2017 J jnl
Graph Layouts by t-SNE.
Comput. Graph. Forum
Johannes F. Kruiger, Paulo E. Rauber, Rafael Messias Martins, Andreas Kerren, Stephen G. Kobourov, Alexandru C. Telea
2017 J jnl
Hindsight policy gradients.
CoRR
Paulo E. Rauber, Filipe Mutz, Jürgen Schmidhuber
2017 J jnl
Visualizing the Hidden Activity of Artificial Neural Networks.
IEEE Trans. Vis. Comput. Graph.
Paulo E. Rauber, Samuel G. Fadel, Alexandre X. Falcão, Alexandru C. Telea
2016 J jnl
Beyond the Third Dimension: Visualizing High-Dimensional Data with Projections.
Comput. Sci. Eng.
Renato R. O. da Silva, Paulo E. Rauber, Alexandru C. Telea
2016 J jnl
Effcient and Effective Automated Digital Hair Removal from Dermoscopy Images.
Math. Morphol. Theory Appl.
Joost Koehoorn, André Sobiecki, Paulo E. Rauber, Andrei C. Jalba, Alexandru C. Telea
2016 — conf
Visualizing Time-Dependent Data Using Dynamic t-SNE.
EuroVis (Short Papers)
Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea
2015 — conf
Attribute-based Visual Explanation of Multidimensional Projections.
EuroVA@EuroVis
Renato R. O. da Silva, Paulo E. Rauber, Rafael Messias Martins, Rosane Minghim, Alexandru C. Telea
2013 — conf
Interactive Segmentation by Image Foresting Transform on Superpixel Graphs.
SIBGRAPI
Paulo E. Rauber, Alexandre X. Falcão, Thiago Vallin Spina, Pedro J. de Rezende