David Simões

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Reinforcement Learning

Relative Entropy

Communication Protocols

Top Venues

Publications

Nuno Lau, Luís Paulo Reis, David Simões, Mohammadreza Kasaei, Miguel Abreu, Tiago Silva, Francisco Resende
FC Portugal 3D Simulation Team: Team Description Paper 2020. CoRR (2023)
David Simões, Nuno Lau, Luís Paulo Reis
Exploring communication protocols and centralized critics in multi-agent deep learning. Integr. Comput. Aided Eng. 27 (4) (2020)
David Simões, Simão Reis, Nuno Lau, Luís Paulo Reis
Competitive Deep Reinforcement Learning over a Pokémon Battling Simulator. ICARSC (2020)
David Simões, Nuno Lau, Luís Paulo Reis
Multi Agent Deep Learning with Cooperative Communication. J. Artif. Intell. Soft Comput. Res. 10 (3) (2020)
David Simões, Nuno Lau, Luís Paulo Reis
Multi-agent actor centralized-critic with communication. Neurocomputing 390 (2020)
Abbas Abdolmaleki, David Simões, Nuno Lau, Luís Paulo Reis, Gerhard Neumann
Contextual Direct Policy Search - With Regularized Covariance Matrix Estimation. J. Intell. Robotic Syst. 96 (2) (2019)
David Simões, Nuno Lau, Luís Paulo Reis
Multi-Agent Deep Reinforcement Learning with Emergent Communication. IJCNN (2019)
David Simões, Pedro Amaro, Tiago Silva, Nuno Lau, Luís Paulo Reis
Learning Low-Level Behaviors and High-Level Strategies in Humanoid Soccer. ROBOT (2) (2019)
David Simões, Nuno Lau, Luís Paulo Reis
Multi-agent Neural Reinforcement-Learning System with Communication. WorldCIST (2) (2019)
David Simões, Nuno Lau, Luís Paulo Reis
Guided Deep Reinforcement Learning in the GeoFriends2 Environment. IJCNN (2018)
David Simões, Nuno Lau, Luís Paulo Reis
Adjusted Bounded Weighted Policy Learner. RoboCup (2018)
David Simões, Nuno Lau, Luís Paulo Reis
Mixed-Policy Asynchronous Deep Q-Learning. ROBOT (2) (2017)
Abbas Abdolmaleki, David Simões, Nuno Lau, Luís Paulo Reis, Bob Price, Gerhard Neumann
Stochastic Search In Changing Situations. AAAI Workshops (2017)
David Simões, Nuno Lau, Luís Paulo Reis
Multi-agent Double Deep Q-Networks. EPIA (2017)
Abbas Abdolmaleki, David Simões, Nuno Lau, Luís Paulo Reis, Gerhard Neumann
Contextual Relative Entropy Policy Search with Covariance Matrix Adaptation. ICARSC (2016)
Abbas Abdolmaleki, David Simões, Nuno Lau, Luís Paulo Reis, Gerhard Neumann
Learning a Humanoid Kick with Controlled Distance. RoboCup (2016)