Valdinei Freire da Silva

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 7

Top Topics

Transfer Learning

Business Processes

Manifold Alignment

Top Venues

IEEE Trans. Cybern.

AAAI Workshop: Knowledge, Skill, and Behavior Transfer in Autonomous Robots

Publications

Thais Rodrigues Neubauer, Valdinei Freire da Silva, Marcelo Fantinato, Sarajane Marques Peres
Resource Allocation Optimization in Business Processes Supported by Reinforcement Learning and Process Mining. BRACIS (1) (2022)
Pedro Yuri A. L. Alves, Karina Valdivia Delgado, Alexandre da Silva Freire, Valdinei Freire da Silva
System to Solve the Inventory Routing Problem with Stochastic Demand and Time Window. SBSI (2018)
Pedro Yuri A. L. Alves, Karina Valdivia Delgado, Valdinei Freire da Silva
Inventory Routing Problem with Time Windows: A systematic review of the literature. SBSI (2018)
Lucas Fernandes Brunialti, Sarajane Marques Peres, Valdinei Freire da Silva, Clodoaldo Aparecido de Moraes Lima
The BinOvNMTF Algorithm: Overlapping Columns Co-clustering Based on Non-negative Matrix Tri-factorization. BRACIS (2017)
Valdinei Freire da Silva, Anna Helena Reali Costa
Comparative Analysis of Abstract Policies to Transfer Learning in Robotics Navigation. AAAI Workshop: Knowledge, Skill, and Behavior Transfer in Autonomous Robots (2015)
Marcelo Li Koga, Valdinei Freire da Silva, Anna Helena Reali Costa
Stochastic Abstract Policies: Generalizing Knowledge to Improve Reinforcement Learning. IEEE Trans. Cybern. 45 (1) (2015)
Valdinei Freire da Silva, Flavio Sales Truzzi, Anna Helena Reali Costa, Fábio Gagliardi Cozman
Evaluation of linear relaxations in Ad Network optimization for online marketing. J. Braz. Comput. Soc. 21 (1) (2015)
Marcelo Li Koga, Valdinei Freire da Silva, Fábio Gagliardi Cozman, Anna Helena Reali Costa
Speeding-up reinforcement learning through abstraction and transfer learning. AAMAS (2013)
Flavio Sales Truzzi, Valdinei Freire da Silva, Anna Helena Reali Costa, Fábio Gagliardi Cozman
Ad Network Optimization: Evaluating Linear Relaxations. BRACIS (2013)
Valdinei Freire da Silva, Marcelo Li Koga, Fábio Gagliardi Cozman, Anna Helena Reali Costa
Reusing Risk-Aware Stochastic Abstract Policies in Robotic Navigation Learning. RoboCup (2013)
Silvio Ricardo Rodrigues Sanches, Valdinei Freire da Silva, Romero Tori
Bilayer Segmentation Augmented with Future Evidence. ICCSA (2) (2012)
Karina Olga Maizman Bogdan, Valdinei Freire da Silva
Forward and Backward Feature Selection in Gradient-Based MDP Algorithms. MICAI (1) (2012)
Valdinei Freire da Silva, Fernando A. Pereira, Anna Helena Reali Costa
Finding Memoryless Probabilistic Relational Policies for Inter-task Reuse. IPMU (2) (2012)
Renato Minami, Valdinei Freire da Silva
Shortest Stochastic Path with Risk Sensitive Evaluation. MICAI (1) (2012)
Valdinei Freire da Silva, Anna Helena Reali Costa
A Geometric Approach to Find Nondominated Policies to Imprecise Reward MDPs. ECML/PKDD (1) (2011)
Tiago Matos, Yannick Plaino Bergamo, Valdinei Freire da Silva, Anna Helena Reali Costa
Stochastic Abstract Policies for Knowledge Transfer in Robotic Navigation Tasks. MICAI (1) (2011)
Tiago Matos, Yannick Plaino Bergamo, Valdinei Freire da Silva, Fábio Gagliardi Cozman, Anna Helena Reali Costa
Simultaneous Abstract and Concrete Reinforcement Learning. SARA (2011)
Valdinei Freire da Silva, Anna Helena Reali Costa
Compulsory Flow Q-Learning: an RL algorithm for robot navigation based on partial-policy and macro-states. J. Braz. Comput. Soc. 15 (3) (2009)
Valdinei Freire da Silva, Pedro U. Lima, Anna Helena Reali Costa
Eliciting preferences over observed behaviours based on relative evaluations. IROS (2007)
Valdinei Freire da Silva, Anna Helena Reali Costa, Pedro U. Lima
Inverse Reinforcement Learning with Evaluation. ICRA (2006)