| A draughts learning system based on neural networks and temporal differences: The impact of an efficient tree-search algorithm GS Caixeta, RM Silva Julia Brazilian Symposium on Artificial Intelligence, 73-82, 2008 | 22 | 2008 |
| Ls-draughts-a draughts learning system based on genetic algorithms, neural network and temporal differences HC Neto, RMS Julia 2007 IEEE Congress on Evolutionary Computation, 2523-2529, 2007 | 21 | 2007 |
| LS-VisionDraughts: improving the performance of an agent for checkers by integrating computational intelligence, reinforcement learning and a powerful search method HC Neto, RMS Julia, GS Caexeta, ARA Barcelos Applied intelligence 41 (2), 525-550, 2014 | 20 | 2014 |
| Improving the accomplishment of a neural network based agent for draughts that operates in a distributed learning environment LBP Tomaz, RMS Julia, ARA Barcelos 2013 IEEE 14th International Conference on Information Reuse & Integration …, 2013 | 13 | 2013 |
| Mp-draughts: Unsupervised learning multi-agent system based on mlp and adaptive neural networks VAR Duarte, RMS Julia, MK Albertini, HC Neto 2015 IEEE 27th international conference on tools with artificial …, 2015 | 11 | 2015 |
| ACE-RL-Checkers: decision-making adaptability through integration of automatic case elicitation, reinforcement learning, and sequential pattern mining HC Neto, RMS Julia Knowledge and Information Systems 57 (3), 603-634, 2018 | 10 | 2018 |
| D-VisionDraughts: a draughts player neural network that learns by reinforcement in a high performance environment. ARA Barcelos, RM da Silva Julia, RM Júnior ESANN, 2011 | 10 | 2011 |
| A multiagent player system composed by expert agents in specific game stages operating in high performance environment LBP Tomaz, RMS Julia, VA Duarte Applied Intelligence 48 (1), 1-22, 2018 | 9 | 2018 |
| Mp-draughts: Ordering the search tree and refining the game board representation to improve a multi-agent system for draughts VAR Duarte, RMS Julia 2012 IEEE 24th International Conference on Tools with Artificial …, 2012 | 9 | 2012 |
| Improving FIFA Player Agents Decision-Making Architectures Based on Convolutional Neural Networks Through Evolutionary Techniques MPP Faria, RMS Julia, LBP Tomaz Brazilian Conference on Intelligent Systems, 371-386, 2020 | 5 | 2020 |
| Data-flow synthesis for logic programs CL De Carvalho, AE Costa Pereira, RM Da Silva Julia Systems Analysis Modelling Simulation 36 (3), 349-366, 1999 | 5 | 1999 |
| An intelligent parser that automatically generates semantic rules during syntactic and semantic analysis RM da Silva Julia, JR Seabra, IS Siqueira 1995 IEEE International Conference on Systems, Man and Cybernetics …, 1995 | 5 | 1995 |
| Evaluating the Performance of the Deep ActiveImitation Learning Algorithm in the Dynamic Environment of FIFA Player Agents MPP Faria, RMS Julia, LBP Tomaz ICMLA 2019: 18th IEEE International Conference on Machine Learning and …, 2019 | 4 | 2019 |
| APHID-Draughts: comparing the synchronous and asynchronous parallelism approaches for the alpha-beta algorithm applied to checkers LBP Tomaz, RMS Julia, MPP Faria 2017 IEEE 29th International Conference on Tools with Artificial …, 2017 | 4 | 2017 |
| Improving the accuracy of the cases in the automatic case elicitation-based hybrid agents for checkers HC Neto, RMS Julia, VAR Duarte 2015 IEEE 27th international conference on tools with artificial …, 2015 | 4 | 2015 |
| ACE-RL-Checkers: Improving automatic case elicitation through knowledge obtained by reinforcement learning in player agents HC Neto, RMS Julia 2015 IEEE conference on computational intelligence and games (CIG), 328-335, 2015 | 4 | 2015 |
| A Deep Reinforcement Learn-Based FIFA Agent With Naive State Representations and Portable Connection Interfaces MPP Faria, RMS Julia, LBP Tomaz FLAIRS 2019: The Third-Second International Florida Artificial Intelligence …, 2019 | 3 | 2019 |
| Improving the State Space Representation through Association Rules VAR Duarte, RMS Julia 2016 15th IEEE International Conference on Machine Learning and Applications …, 2016 | 3 | 2016 |
| Modeling recursive search algorithms by means of hierarchical colored petri nets and CPN tools CMM Júnior, RMS Julia, S Julia 2015 12th International Conference on Information Technology-New Generations …, 2015 | 3 | 2015 |
| Mining Data Stream to Detect Behavior Changein a Real-Time Strategy Game E Vieira, RMS Julia, ER de Faria MLDM 2019- 15th International Conference on Machine Learning and Data Mining …, 2019 | 2 | 2019 |
