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Bruno Castro da Silva

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

17

Venues

10

Active years

2006–2024

Best venue rank

A*

Where they publish

Papers

17 indexed papers, newest first.

YearVenueTitleAuthors
2024AAAIFrom Past to Future: Rethinking Eligibility Traces.Dhawal Gupta, Scott M. Jordan, Shreyas Chaudhari, Bo Liu, Philip S. Thomas, Bruno Castro da Silva
2024ICMLPosition: Benchmarking is Limited in Reinforcement Learning Research.Scott M. Jordan, Adam White, Bruno Castro da Silva, Martha White, Philip S. Thomas
2023ICSESeldonian Toolkit: Building Software with Safe and Fair Machine Learning.Austin Hoag, James E. Kostas, Bruno Castro da Silva, Philip S. Thomas, Yuriy Brun
2022ICLRFairness Guarantees under Demographic Shift.Stephen Giguere, Blossom Metevier, Bruno Castro da Silva, Yuriy Brun, Philip S. Thomas, Scott Niekum
2022ISCCLook-Ahead Reinforcement Learning for Load Balancing Network Traffic.Isadora P. Possebon, Bruno Castro da Silva, Alberto E. Schaeffer-Filho
2019IJCNNA Methodology for Neural Network Architectural Tuning Using Activation Occurrence Maps.Rafael Garcia, Alexandre Xavier Falco, Alexandru C. Telea, Bruno Castro da Silva, Jim Trresen, Joo Luiz Dihl Comba
2018IJCNNTowards Designing Optimal Reward Functions in Multi-Agent Reinforcement Learning Problems.Ricardo Grunitzki, Bruno Castro da Silva, Ana L. C. Bazzan
2017IROSTask-based behavior generalization via manifold clustering.Rafael Garcia, Bruno Castro da Silva, Joo Luiz Dihl Comba
2016ICMLEnergetic Natural Gradient Descent.Philip S. Thomas, Bruno Castro da Silva, Christoph Dann, Emma Brunskill
2016IJCAIUsing Topological Statistics to Bias and Accelerate Route Choice: Preliminary Findings in Synthetic and Real-World Road Networks.Fernando Stefanello, Bruno Castro da Silva, Ana L. C. Bazzan
2014ICMLActive Learning of Parameterized Skills.Bruno Castro da Silva, George Dimitri Konidaris, Andrew G. Barto
2014ICRALearning parameterized motor skills on a humanoid robot.Bruno Castro da Silva, Gianluca Baldassarre, George Dimitri Konidaris, Andrew G. Barto
2012AAAITD-DeltaPi: A Model-Free Algorithm for Efficient Exploration.Bruno Castro da Silva, Andrew G. Barto
2012ICMLLearning Parameterized Skills.Bruno Castro da Silva, George Dimitri Konidaris, Andrew G. Barto
2006AAAIRL-CD: Dealing with Non-Stationarity in Reinforcement Learning.Bruno Castro da Silva, Eduardo W. Basso, Ana L. C. Bazzan, Paulo Martins Engel
2006EUMASReinforcement Learning based Control of Traffic Lights in Non-stationary Environments: A Case Study in a Microscopic Simulator.Denise de Oliveira, Ana L. C. Bazzan, Bruno Castro da Silva, Eduardo W. Basso, Lus Nunes
2006ICMLDealing with non-stationary environments using context detection.Bruno Castro da Silva, Eduardo W. Basso, Ana L. C. Bazzan, Paulo Martins Engel