Efficient Offline Communication Policies for Factored Multiagent POMDPs. - João V. Messias; Matthijs T. J. Spaan; Pedro U. Lima (NIPS, 2011)

GSMDPs for Multi-Robot Sequential Decision-Making. - João Vicente Messias; Matthijs T. J. Spaan; Pedro U. Lima (AAAI, 2013)

Multiagent POMDPs with asynchronous execution. - João V. Messias; Matthijs T. J. Spaan; Pedro U. Lima (AAMAS, 2013)

A testbed for autonomous robot surveillance. - Stefan J. Witwicki; José Carlos Castillo 001; Jesús Capitán; João V. Messias; João C. G. Reis; Pedro U. Lima; Francisco S. Melo; Matthijs T. J. Spaan (AAMAS, 2014)

A robotic platform for edutainment activities in a pediatric hospital. - João V. Messias; Rodrigo Ventura 001; Pedro U. Lima; João Sequeira 001; Paulo Alvito; Carlos F. Marques; Paulo Carrico (ICARSC, 2014)

The MADP Toolbox: An Open-Source Library for Planning and Learning in (Multi-)Agent Systems. - Frans A. Oliehoek; Matthijs T. J. Spaan; Philipp Robbel; João V. Messias (AAAI Fall Symposia, 2015)

A Particle-Filter Approach for Active Perception in Networked Robot Systems. - João V. Messias; José J. Acevedo; Jesús Capitán; Luis Merino; Rodrigo M. M. Ventura; Pedro U. Lima (ICSR, 2015)

Inverse Reinforcement Learning from Failure. - Kyriacos Shiarlis; João V. Messias; Shimon Whiteson (AAMAS, 2016)

Development technologies impact in web accessibility. - Carlos Duarte; Inês Matos; João Vicente Messias; Ana Salvado; Carlos M. Duarte 001; Luís Carriço (W4A, 2016)

Rapidly exploring learning trees. - Kyriacos Shiarlis; João V. Messias; Shimon Whiteson (ICRA, 2017)

Acquiring social interaction behaviours for telepresence robots via deep learning from demonstration. - Kyriacos Shiarlis; João V. Messias; Shimon Whiteson (IROS, 2017)

Dynamic-Depth Context Tree Weighting. - João V. Messias; Shimon Whiteson (NIPS, 2017)

The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems. - Frans A. Oliehoek; Matthijs T. J. Spaan; Bas Terwijn; Philipp Robbel; João V. Messias (J. Mach. Learn. Res., 2017)

Autonomous Surveillance Robots: A Decision-Making Framework for Networked Muiltiagent Systems. - Stefan J. Witwicki; José Carlos Castillo 001; João V. Messias; Jesús Capitán; Francisco S. Melo; Pedro U. Lima; Manuela M. Veloso (IEEE Robotics Autom. Mag., 2017)

Learning From Demonstration in the Wild. - Feryal M. P. Behbahani; Kyriacos Shiarlis; Xi Chen; Vitaly Kurin; Sudhanshu Kasewa; Ciprian Stirbu; João Gomes; Supratik Paul; Frans A. Oliehoek; João V. Messias; Shimon Whiteson (ICRA, 2019)

A Dynamic Weighted Area Assignment Based on a Particle Filter for Active Cooperative Perception. - José J. Acevedo; João V. Messias; Jesús Capitán; Rodrigo Ventura 001; Luis Merino; Pedro U. Lima (IEEE Robotics Autom. Lett., 2020)

Particle-Based Score Estimation for State Space Model Learning in Autonomous Driving. - Angad Singh; Omar Makhlouf; Maximilian Igl; João V. Messias; Arnaud Doucet; Shimon Whiteson (CoRL, 2022)

UniGen: Unified Modeling of Initial Agent States and Trajectories for Generating Autonomous Driving Scenarios. - Reza Mahjourian; Rongbing Mu; Valerii Likhosherstov; Paul Mougin; Xiukun Huang; João V. Messias; Shimon Whiteson (ICRA, 2024)