Paulo E. Rauber

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 16

Top Topics

Metropolis Hastings

State And Action Spaces

Reinforcement Learning

Policy Gradient

Top Venues

Math. Morphol. Theory Appl.

EuroVis (Short Papers)

Publications

Remo Sasso, Michelangelo Conserva, Paulo E. Rauber
Posterior Sampling for Deep Reinforcement Learning. ICML (2023)
Remo Sasso, Michelangelo Conserva, Paulo E. Rauber
Posterior Sampling for Deep Reinforcement Learning. CoRR (2023)
Michelangelo Conserva, Paulo E. Rauber
Hardness in Markov Decision Processes: Theory and Practice. CoRR (2022)
Aditya Ramesh, Paulo E. Rauber, Michelangelo Conserva, Jürgen Schmidhuber
Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits. Neural Comput. 34 (11) (2022)
Michelangelo Conserva, Paulo E. Rauber
Hardness in Markov Decision Processes: Theory and Practice. NeurIPS (2022)
Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber
Reinforcement Learning in Sparse-Reward Environments With Hindsight Policy Gradients. Neural Comput. 33 (6) (2021)
Aditya Ramesh, Paulo E. Rauber, Jürgen Schmidhuber
Recurrent Neural-Linear Posterior Sampling for Non-Stationary Contextual Bandits. CoRR (2020)
Paulo E. Rauber, Avinash Ummadisingu, Filipe Mutz, Jürgen Schmidhuber
Hindsight policy gradients. ICLR (Poster) (2019)
Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea
Projections as visual aids for classification system design. Inf. Vis. 17 (4) (2018)
Johannes F. Kruiger, Paulo E. Rauber, Rafael Messias Martins, Andreas Kerren, Stephen G. Kobourov, Alexandru C. Telea
Graph Layouts by t-SNE. Comput. Graph. Forum 36 (3) (2017)
Paulo E. Rauber, Filipe Mutz, Jürgen Schmidhuber
Hindsight policy gradients. CoRR (2017)
Paulo E. Rauber, Samuel G. Fadel, Alexandre X. Falcão, Alexandru C. Telea
Visualizing the Hidden Activity of Artificial Neural Networks. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Renato R. O. da Silva, Paulo E. Rauber, Alexandru C. Telea
Beyond the Third Dimension: Visualizing High-Dimensional Data with Projections. Comput. Sci. Eng. 18 (5) (2016)
Joost Koehoorn, André Sobiecki, Paulo E. Rauber, Andrei C. Jalba, Alexandru C. Telea
Effcient and Effective Automated Digital Hair Removal from Dermoscopy Images. Math. Morphol. Theory Appl. 1 (1) (2016)
Paulo E. Rauber, Alexandre X. Falcão, Alexandru C. Telea
Visualizing Time-Dependent Data Using Dynamic t-SNE. EuroVis (Short Papers) (2016)
Renato R. O. da Silva, Paulo E. Rauber, Rafael Messias Martins, Rosane Minghim, Alexandru C. Telea
Attribute-based Visual Explanation of Multidimensional Projections. EuroVA@EuroVis (2015)
Paulo E. Rauber, Alexandre X. Falcão, Thiago Vallin Spina, Pedro J. de Rezende
Interactive Segmentation by Image Foresting Transform on Superpixel Graphs. SIBGRAPI (2013)