Reinaldo Augusto da Costa Bianchi

According to our database1, Reinaldo Augusto da Costa Bianchi authored at least 42 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Heuristics, Answer Set Programming and Markov Decision Process for Solving a Set of Spatial Puzzles.
CoRR, 2019

Solving Safety Problems with Ensemble Reinforcement Learning.
Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018
Heuristically Accelerated Reinforcement Learning by Means of Case-Based Reasoning and Transfer Learning.
Journal of Intelligent and Robotic Systems, 2018

A Method for the Online Construction of the Set of States of a Markov Decision Process Using Answer Set Programming.
Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Solving a Spatial Puzzle Using Answer Set Programming Integrated with Markov Decision Process.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

Control of Gene Regulatory Networks Basin of Attractions with Batch Reinforcement Learning.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017
Answer set programming for non-stationary Markov decision processes.
Appl. Intell., 2017

Retrieving and reusing qualitative cases: An application in humanoid-robot soccer.
AI Commun., 2017

A hybrid approach to learn, retrieve and reuse qualitative cases.
Proceedings of the 2017 Latin American Robotics Symposium (LARS) and 2017 Brazilian Symposium on Robotics (SBR), 2017

Vision-based monte-carlo localization for humanoid soccer robots.
Proceedings of the 2017 Latin American Robotics Symposium (LARS) and 2017 Brazilian Symposium on Robotics (SBR), 2017

Controlling Gene Regulatory Networks with FQI-SARSA.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

Improving Reinforcement Learning Results with Qualitative Spatial Representation.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016
Qualitative Case-Based Reasoning for Humanoid Robot Soccer: A New Retrieval and Reuse Algorithm.
Proceedings of the Case-Based Reasoning Research and Development, 2016

2015
Transferring knowledge as heuristics in reinforcement learning: A case-based approach.
Artif. Intell., 2015

Incorporating Hybrid Operators on an Immune Based Framework for Multiobjective Optimization.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014
Heuristically-Accelerated Multiagent Reinforcement Learning.
IEEE Trans. Cybernetics, 2014

Heuristically accelerated reinforcement learning modularization for multi-agent multi-objective problems.
Appl. Intell., 2014

2013
Heuristically-Accelerated Reinforcement Learning: A Comparative Analysis of Performance.
Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013

Automatic interface optimization through random exploration of available elements.
Proceedings of the 2nd Workshop on Machine Learning for Interactive Systems, 2013

2012
Heuristically Accelerated Reinforcement Learning: Theoretical and Experimental Results.
Proceedings of the ECAI 2012, 2012

Combining independent and joint learning: a negotiation based approach.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
On the construction of a RoboCup small size league team.
J. Braz. Comp. Soc., 2011

Using Cases as Heuristics in Reinforcement Learning: A Transfer Learning Application.
Proceedings of the IJCAI 2011, 2011

Market-Based Dynamic Task Allocation Using Heuristically Accelerated Reinforcement Learning.
Proceedings of the Progress in Artificial Intelligence, 2011

2010
Automatic Selection of Object Recognition Methods Using Reinforcement Learning.
Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

A framework of intentional characters for simulation of social behavior.
Proceedings of the SummerSim '10, 2010

Case-Based Multiagent Reinforcement Learning: Cases as Heuristics for Selection of Actions.
Proceedings of the ECAI 2010, 2010

2009
General detection model in cooperative multirobot localization.
J. Braz. Comp. Soc., 2009

Improving Reinforcement Learning by Using Case Based Heuristics.
Proceedings of the Case-Based Reasoning Research and Development, 2009

2008
Accelerating autonomous learning by using heuristic selection of actions.
J. Heuristics, 2008

Learning to Select Object Recognition Methods for Autonomous Mobile Robots.
Proceedings of the ECAI 2008, 2008

2007
Heuristic Reinforcement Learning Applied to RoboCup Simulation Agents.
Proceedings of the RoboCup 2007: Robot Soccer World Cup XI, 2007

Heuristic Selection of Actions in Multiagent Reinforcement Learning.
Proceedings of the IJCAI 2007, 2007

Heuristic Q-Learning Soccer Players: A New Reinforcement Learning Approach to RoboCup Simulation.
Proceedings of the Progress in Artificial Intelligence, 2007

2006
A Fast Model-Based Vision System for a Robot Soccer Team.
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006

2004
Uso de heurísticas para a aceleração do aprendizado por reforço.
PhD thesis, 2004

Heuristically Accelerated Q-Learning: A New Approach to Speed Up Reinforcement Learning.
Proceedings of the Advances in Artificial Intelligence - SBIA 2004, 17th Brazilian Symposium on Artificial Intelligence, São Luis, Maranhão, Brazil, September 29, 2004

2002
Ant-ViBRA: A Swarm Intelligence Approach to Learn Task Coordination.
Proceedings of the Advances in Artificial Intelligence, 2002

Comparing Distributed Reinforcement Learning Approaches to Learn Agent Coordination.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
Implementing Computer Vision Algorithms in Hardware: An FPGA/VHDL-Based Vision System for a Mobile Robot.
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001

2000
L-VIBRA: Learning the VIBRA Architecture.
Proceedings of the Advances in Artificial Intelligence, 2000

1998
Integrating purposive vision with deliberative and reactive planning: engineering support for robotic applications.
J. Braz. Comp. Soc., 1998


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