Leandro Soriano Marcolino

85 papers A* 14A 22B 2Journal 27Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data-driven soft sensor development for ore type estimation in mineral crushing processes. Eng. Appl. Artif. Intell. Saulo Neves Matos, Thomás V. B. Pinto, Robson Aparecdo Duarte, Kaike S. Albuquerque, Alexandre G. Fonseca, Caetano Mazzoni Ranieri, Leandro Soriano Marcolino, Gustavo Pessin, Jó Ueyama
2025	A	`conf`	Decision-Making in Evolving Environments: A Bayesian Multi-Agent Bandit Framework. AAMAS Mohammad Essa Alsomali, Leandro Soriano Marcolino, Barry Porter, Roberto Rodrigues Filho
2025	J	`jnl`	Enhancing deep reinforcement learning for scale flexibility in real-time strategy games. Entertain. Comput. Marcelo Luiz Harry Diniz Lemos, Ronaldo E Silva Vieira, Anderson Rocha Tavares, Leandro Soriano Marcolino, Luiz Chaimowicz
2025	A*	`conf`	Multi Objective Quantile Based Reinforcement Learning for Modern Urban Planning. IJCAI Lukasz Pelcner, Leandro Soriano Marcolino, Matheus Aparecido do Carmo Alves, Paula A. Harrison, Peter M. Atkinson
2025	—	`conf`	Robust Knowledge Distillation in Federated Learning: Counteracting Backdoor Attacks. SaTML Ebtisaam Alharbi, Leandro Soriano Marcolino, Qiang Ni, Antonios Gouglidis
2025	J	`jnl`	Robust Knowledge Distillation in Federated Learning: Counteracting Backdoor Attacks. CoRR Ebtisaam Alharbi, Leandro Soriano Marcolino, Qiang Ni, Antonios Gouglidis
2025	—	`conf`	Uncertainty Quantification in Measuring Ore Mass Flow Rate with Data-Driven Soft Sensors. I2MTC Francisco José Dos Santos Diniz, Saulo Neves Matos, Jó Ueyama, Leandro Soriano Marcolino, Eduardo José da Silva Luz, Gustavo Pessin
2024	J	`jnl`	3DVerifier: efficient robustness verification for 3D point cloud models. Mach. Learn. Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
2024	A	`conf`	An Online Incremental Learning Approach for Configuring Multi-arm Bandits Algorithms. ECAI Mohammad Essa Alsomali, Roberto Rodrigues Filho, Leandro Soriano Marcolino, Barry Porter
2024	J	`jnl`	Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond. Neural Networks Ronghui Mu, Leandro Soriano Marcolino, Qiang Ni, Wenjie Ruan
2024	B	`conf`	Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use. PRIMA Lukasz Pelcner, Matheus Aparecido do Carmo Alves, Leandro Soriano Marcolino, Paula A. Harrison, Peter M. Atkinson
2024	A	`conf`	Incentive-based MARL Approach for Commons Dilemmas in Property-based Environments. AAMAS Lukasz Pelcner, Matheus Aparecido do Carmo Alves, Leandro Soriano Marcolino, Paula A. Harrison, Peter M. Atkinson
2024	A	`conf`	It Is Among Us: Identifying Adversaries in Ad-hoc Domains using Q-valued Bayesian Estimations. AAMAS Matheus Aparecido do Carmo Alves, Amokh Varma, Yehia Elkhatib, Leandro Soriano Marcolino
2024	A	`conf`	Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions. WACV Abdulrahman Kerim, Washington L. S. Ramos, Leandro Soriano Marcolino, Erickson R. Nascimento, Richard Jiang
2024	J	`jnl`	Multi-Armed Bandit Approach for Optimizing Training on Synthetic Data. CoRR Abdulrahman Kerim, Leandro Soriano Marcolino, Erickson R. Nascimento, Richard Jiang
2024	B	`conf`	Multi-armed Bandits for Self-distributing Stateful Services across Networking Infrastructures. NOMS Frederico Meletti Rappa, Roberto Rodrigues Filho, Alison R. Panisson, Leandro Soriano Marcolino, Luiz F. Bittencourt
2024	A*	`conf`	Reward Certification for Policy Smoothed Reinforcement Learning. AAAI Ronghui Mu, Leandro Soriano Marcolino, Yanghao Zhang, Tianle Zhang, Xiaowei Huang, Wenjie Ruan
2024	J	`jnl`	Water level identification with laser sensors, inertial units, and machine learning. Eng. Appl. Artif. Intell. Caetano Mazzoni Ranieri, Angelo V. K. Foletto, Rodrigo Dutra Garcia, Saulo Neves Matos, Maria M. G. Medina, Leandro Soriano Marcolino, Jó Ueyama
2023	A*	`conf`	Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning. AAAI Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Gaojie Jin, Qiang Ni
2023	J	`jnl`	Congestion control algorithms for robotic swarms with a common target based on the throughput of the target area. Robotics Auton. Syst. Yuri Tavares dos Passos, Xavier Duquesne, Leandro Soriano Marcolino
2023	A*	`conf`	Information-guided Planning: An Online Approach for Partially Observable Problems. NeurIPS Matheus Aparecido do Carmo Alves, Amokh Varma, Yehia Elkhatib, Leandro Soriano Marcolino
2023	A	`conf`	On-line Estimators for Ad-hoc Task Execution: Learning Types and Parameters of Teammates for Effective Teamwork. AAMAS Matheus Aparecido do Carmo Alves, Elnaz Shafipour Yourdshahi, Amokh Varma, Leandro Soriano Marcolino, Jó Ueyama, Plamen Angelov
2023	J	`jnl`	Reward Certification for Policy Smoothed Reinforcement Learning. CoRR Ronghui Mu, Leandro Soriano Marcolino, Tianle Zhang, Yanghao Zhang, Xiaowei Huang, Wenjie Ruan
2023	A	`conf`	Robust Federated Learning Method Against Data and Model Poisoning Attacks with Heterogeneous Data Distribution. ECAI Ebtisaam Alharbi, Leandro Soriano Marcolino, Antonios Gouglidis, Qiang Ni
2023	—	`conf`	Scale-Invariant Reinforcement Learning in Real-Time Strategy Games. SBGames Marcelo Luiz Harry Diniz Lemos, Ronaldo E Silva Vieira, Anderson Rocha Tavares, Leandro Soriano Marcolino, Luiz Chaimowicz
2023	J	`jnl`	Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method. IEEE Trans. Pattern Anal. Mach. Intell. Washington L. S. Ramos, Michel Melo Silva, Edson R. Araujo, Victor Moura, Keller Oliveira, Leandro Soriano Marcolino, Erickson R. Nascimento
2023	J	`jnl`	The Aesthetics of Disharmony: Harnessing Sounds and Images for Dynamic Soundscapes Generation. Proc. ACM Hum. Comput. Interact. Mário Escarce Junior, Georgia Rossmann Martins, Leandro Soriano Marcolino, Elisa Rubegni
2022	J	`jnl`	3DVerifier: Efficient Robustness Verification for 3D Point Cloud Models. CoRR Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
2022	A	`conf`	AdLeap-MAS: An Open-source Multi-Agent Simulator for Ad-hoc Reasoning. AAMAS Matheus Aparecido do Carmo Alves, Amokh Varma, Yehia Elkhatib, Leandro Soriano Marcolino
2022	J	`jnl`	Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning. CoRR Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Gaojie Jin, Qiang Ni
2022	J	`jnl`	Congestion control algorithms for robotic swarms with a common target based on the throughput of the target area. CoRR Yuri Tavares dos Passos, Xavier Duquesne, Leandro Soriano Marcolino
2022	J	`jnl`	Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions. CoRR Abdulrahman Kerim, Washington L. S. Ramos, Leandro Soriano Marcolino, Erickson R. Nascimento, Richard Jiang
2022	J	`jnl`	On the throughput of the common target area for robotic swarm strategies - extended version. CoRR Yuri Tavares dos Passos, Xavier Duquesne, Leandro Soriano Marcolino
2022	J	`jnl`	On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork. Auton. Agents Multi Agent Syst. Elnaz Shafipour Yourdshahi, Matheus Aparecido do Carmo Alves, Amokh Varma, Leandro Soriano Marcolino, Jó Ueyama, Plamen Angelov
2022	A	`conf`	Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach. BMVC Abdulrahman Kerim, Felipe C. Chamone, Washington L. S. Ramos, Leandro Soriano Marcolino, Erickson R. Nascimento, Richard Jiang
2022	J	`jnl`	Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach. CoRR Abdulrahman Kerim, Felipe C. Chamone, Washington L. S. Ramos, Leandro Soriano Marcolino, Erickson R. Nascimento, Richard Jiang
2022	J	`jnl`	Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method. CoRR Washington L. S. Ramos, Michel Melo Silva, Edson R. Araujo, Victor Moura, Keller Oliveira, Leandro Soriano Marcolino, Erickson R. Nascimento
2021	J	`jnl`	A Meta-interactive Compositional Approach that Fosters Musical Emergence through Ludic Expressivity. Proc. ACM Hum. Comput. Interact. Mário Escarce Junior, Georgia Rossmann Martins, Leandro Soriano Marcolino, Elisa Rubegni
2021	A	`conf`	Sparse Adversarial Video Attacks with Spatial Transformations. BMVC Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
2021	J	`jnl`	Sparse Adversarial Video Attacks with Spatial Transformations. CoRR Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
2020	A	`conf`	On-line Estimators for Ad-hoc Task Allocation. AAMAS Elnaz Shafipour Yourdshahi, Matheus Aparecido do Carmo Alves, Leandro Soriano Marcolino, Plamen Angelov
2020	A	`conf`	Real-time Learning and Planning in Environments with Swarms: A Hierarchical and a Parameter-based Simulation Approach. AAMAS Lukasz Pelcner, Shaling Li, Matheus Aparecido do Carmo Alves, Leandro Soriano Marcolino, Alex Collins
2020	J	`jnl`	Special issue of Teams in Multiagent Systems (TEAMAS): Preface. Fundam. Informaticae Ewa Andrejczuk, Juan M. Alberola, Leandro Soriano Marcolino, Paolo Torroni
2020	A*	`conf`	Straight to the Point: Fast-Forwarding Videos via Reinforcement Learning Using Textual Data. CVPR Washington L. S. Ramos, Michel Melo Silva, Edson R. Araujo, Leandro Soriano Marcolino, Erickson Rangel do Nascimento
2020	J	`jnl`	Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data. CoRR Washington L. S. Ramos, Michel Melo Silva, Edson R. Araujo, Leandro Soriano Marcolino, Erickson Rangel do Nascimento
2020	J	`jnl`	The paradox of productivity during quarantine: an agent-based simulation. CoRR Peter Hardy, Leandro Soriano Marcolino, José F. Fontanari
2018	A*	`conf`	Algorithms or Actions? A Study in Large-Scale Reinforcement Learning. IJCAI Anderson Rocha Tavares, Sivasubramanian Anbalagan, Leandro Soriano Marcolino, Luiz Chaimowicz
2018	A	`conf`	Please be an Influencer?: Contingency-Aware Influence Maximization. AAMAS Amulya Yadav, Ritesh Noothigattu, Eric Rice, Laura Onasch-Vera, Leandro Soriano Marcolino, Milind Tambe
2018	—	`conf`	Towards Evolving Cooperative Mapping for Large-Scale UAV Teams. SSCI Elnaz Shafipour Yourdshahi, Plamen Angelov, Leandro Soriano Marcolino, Georgios Tsianakas
2018	—	`conf`	Towards Large Scale Ad-hoc Teamwork. ICA Elnaz Shafipour Yourdshahi, Thomas Pinder, Gauri Dhawan, Leandro Soriano Marcolino, Plamen Angelov
2017	J	`jnl`	Avoiding target congestion on the navigation of robotic swarms. Auton. Robots Leandro Soriano Marcolino, Yuri Tavares dos Passos, Álvaro Antônio Fonseca de Souza, Andersoney dos Santos Rodrigues, Luiz Chaimowicz
2017	A	`conf`	Bang: A System for Training and Visualization in Multi-agent Team Formation. AAMAS Saulo Antunes Silva, Sandro Renato Dias, Leandro Soriano Marcolino
2017	—	`conf`	Emerging Sounds Through Implicit Cooperation: A Novel Model for Dynamic Music Generation. AIIDE Mário Escarce Junior, Georgia Rossmann Martins, Leandro Soriano Marcolino, Yuri Tavares dos Passos
2017	J	`jnl`	Every team deserves a second chance: an extended study on predicting team performance. Auton. Agents Multi Agent Syst. Leandro Soriano Marcolino, Aravind S. Lakshminarayanan, Vaishnavh Nagarajan, Milind Tambe
2016	A*	`conf`	Jikan to Kukan: A Hands-On Musical Experience in AI, Games and Art. AAAI Georgia Rossmann Martins, Mário Escarce Junior, Leandro Soriano Marcolino
2016	J	`jnl`	PSINET: Assisting HIV Prevention Amongst Homeless Youth by Planning Ahead. AI Mag. Amulya Yadav, Leandro Soriano Marcolino, Eric Rice, Robin Petering, Hailey Winetrobe, Harmony Rhoades, Milind Tambe, Heather Carmichael
2016	A	`conf`	Simultaneous Influencing and Mapping Social Networks: (Extended Abstract). AAMAS Leandro Soriano Marcolino, Aravind S. Lakshminarayanan, Amulya Yadav, Milind Tambe
2016	—	`conf`	Simultaneous Influencing and Mapping for Health Interventions. AAAI Workshop: Expanding the Boundaries of Health Informatics Using AI Leandro Soriano Marcolino, Aravind S. Lakshminarayanan, Amulya Yadav, Milind Tambe
2016	—	`—`	Three fundamental pillars of decision-centered teamwork. Leandro Soriano Marcolino
2015	—	`conf`	A multi agent systems for design simulation framework: experiments with virtual physical social feedback for architecture. SpringSim (SimAUD) David Jason Gerber, Evangelos Pantazis, Leandro Soriano Marcolino, Arsalan Heydarian
2015	—	`conf`	Agents Vote for the Environment: Designing Energy-Efficient Architecture. AAAI Workshop: Computational Sustainability Leandro Soriano Marcolino, David Jason Gerber, Boian Kolev, Samori Price, Evangelos Pantazis, Ye Tian, Milind Tambe
2015	—	`conf`	Design Agency - Prototyping Multi-agent Systems in Architecture. CAAD Futures David Jason Gerber, Evangelos Pantazis, Leandro Soriano Marcolino
2015	A	`conf`	Every Team Deserves a Second Chance: An Interactive 9x9 Go Experience (Demonstration). AAMAS Leandro Soriano Marcolino, Vaishnavh Nagarajan, Milind Tambe
2015	A*	`conf`	Every Team Deserves a Second Chance: Identifying When Things Go Wrong (Student Abstract Version). AAAI Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
2015	A	`conf`	Every Team Deserves a Second Chance: Identifying when Things Go Wrong. AAMAS Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
2015	—	`conf`	Every Team Makes Mistakes: An Initial Report on Predicting Failure in Teamwork. AAAI Workshop: Learning for General Competency in Video Games Vaishnavh Nagarajan, Leandro Soriano Marcolino, Milind Tambe
2015	A*	`conf`	Multi-Agent Team Formation: Solving Complex Problems by Aggregating Opinions. AAAI Leandro Soriano Marcolino
2015	—	`conf`	Multi-agent Team Formation for Design Problems. COIN@AAMAS/IJCAI Leandro Soriano Marcolino, Haifeng Xu, David Jason Gerber, Boian Kolev, Samori Price, Evangelos Pantazis, Milind Tambe
2015	A*	`conf`	Preventing HIV Spread in Homeless Populations Using PSINET. AAAI Amulya Yadav, Leandro Soriano Marcolino, Eric Rice, Robin Petering, Hailey Winetrobe, Harmony Rhoades, Milind Tambe, Heather Carmichael
2015	A	`conf`	Three Fundamental Pillars of Multi-agent Team Formation. AAMAS Leandro Soriano Marcolino, Milind Tambe
2015	A*	`conf`	Unleashing the Power of Multi-Agent Voting Teams. IJCAI Leandro Soriano Marcolino
2014	—	`conf`	Aggregating Opinions to Design Energy-Efficient Buildings. MPREF@AAAI Leandro Soriano Marcolino, Boian Kolev, Samori Price, Sreerag Palangat Veetil, David Jason Gerber, Josef Musil, Milind Tambe
2014	—	`conf`	Diverse Randomized Agents Vote to Win. NIPS Albert Xin Jiang, Leandro Soriano Marcolino, Ariel D. Procaccia, Tuomas Sandholm, Nisarg Shah, Milind Tambe
2014	A*	`conf`	Give a Hard Problem to a Diverse Team: Exploring Large Action Spaces. AAAI Leandro Soriano Marcolino, Haifeng Xu, Albert Xin Jiang, Milind Tambe, Emma Bowring
2014	—	`conf`	The Power of Teams that Disagree: Team Formation in Large Action Spaces. COIN@AAMAS/PRICAI Leandro Soriano Marcolino, Haifeng Xu, Albert Xin Jiang, Milind Tambe, Emma Bowring
2013	—	`conf`	A Detailed Analysis of a Multi-agent Diverse Team. COIN@AAMAS/PRIMA Leandro Soriano Marcolino, Chao Zhang, Albert Xin Jiang, Milind Tambe
2013	A	`conf`	Diversity beats strength?: a hands-on experience with 9x9 go. AAMAS Leandro Soriano Marcolino, Douglass Chen, Albert Xin Jiang, Milind Tambe
2013	A*	`conf`	Multi-Agent Team Formation: Diversity Beats Strength? IJCAI Leandro Soriano Marcolino, Albert Xin Jiang, Milind Tambe
2011	A	`conf`	Multi-agent Monte Carlo Go. AAMAS Leandro Soriano Marcolino, Hitoshi Matsubara
2010	—	`conf`	Genome Visualization in Space. IWPACBB Leandro Soriano Marcolino, Bráulio Roberto Gonçalves Marinho Couto, Marcos Augusto dos Santos
2009	A	`conf`	Traffic control for a swarm of robots: Avoiding group conflicts. IROS Leandro Soriano Marcolino, Luiz Chaimowicz
2009	A	`conf`	Traffic control for a swarm of robots: Avoiding target congestion. IROS Leandro Soriano Marcolino, Luiz Chaimowicz
2008	—	`conf`	A coordination mechanism for swarm navigation: experiments and analysis. AAMAS (3) Leandro Soriano Marcolino, Luiz Chaimowicz
2008	—	`conf`	Experiments in the Coordination of Large Groups of Robots. SBIA Leandro Soriano Marcolino, Luiz Chaimowicz
2008	A*	`conf`	No robot left behind: Coordination to overcome local minima in swarm navigation. ICRA Leandro Soriano Marcolino, Luiz Chaimowicz