Jordi Grau-Moya
Jordi Grau-Moya
Senior Machine Learning Researcher at
Verified email at - Homepage
TitleCited byYear
Bounded rationality, abstraction and hierarchical decision-making: an information-theoretic optimality principle
T Genewein, F Leibfried, J Grau-Moya, DAB Braun
Frontiers in Robotics and AI 2, 27, 2015
Balancing Two-Player Stochastic Games with Soft Q-Learning
J Grau-Moya, F Leibfried, H Bou-Ammar
Proceedings of the 27th International Joint Conference on Artificial …, 2018
Planning with Information-Processing Constraints and Model Uncertainty in Markov Decision Processes
J Grau-Moya, F Leibfried, T Genewein, DA Braun
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
Risk-Sensitivity in Bayesian Sensorimotor Integration
J Grau-Moya, PA Ortega, DA Braun
PLOS Computational Biology 8 (9), e1002698, 2012
The effect of model uncertainty on cooperation in sensorimotor interactions
J Grau-Moya, E Hez, G Pezzulo, DA Braun
Journal of The Royal Society Interface 10 (87), 20130554, 2013
An information-theoretic optimality principle for deep reinforcement learning
F Leibfried, J Grau-Moya, H Bou-Ammar
arXiv preprint arXiv:1708.01867, 2017
Soft Q-Learning with Mutual-Information Regularization
J Grau-Moya, F Leibfried, P Vrancx
International Conference on Learning Representations (ICLR), 2019
Signaling equilibria in sensorimotor interactions.
F Leibfried, J Grau-Moya, DA Braun
Cognition 141, 73-86, 2015
Decision-Making under Ambiguity Is Modulated by Visual Framing, but Not by Motor vs. Non-Motor Context. Experiments and an Information-Theoretic Ambiguity Model
J Grau-Moya, PA Ortega, DA Braun
PloS one 11 (4), 2016
Noise-induced up/down dynamics in scale-free neuronal networks
J Grau-Moya, AJ Pons, J Garcia-Ojalvo
International Journal of Bifurcation and Chaos 22 (07), 1250175, 2012
Bounded Rational Decision-Making in Changing Environments
J Grau-Moya, DA Braun
NIPS 2013 Workshop on Planning with Information Constraints, 2013
Mutual-Information Regularization in Markov Decision Processes and Actor-Critic Learning
F Leibfried, J Grau-Moya
arXiv preprint arXiv:1909.05950, 2019
Disentangled Skill Embeddings for Reinforcement Learning
JC Petangoda, S Pascual-Diaz, V Adam, P Vrancx, J Grau-Moya
arXiv preprint arXiv:1906.09223, 2019
A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment
F Leibfried, S Pascual-Diaz, J Grau-Moya
Advances in Neural Information Processing Systems, 7867-7878, 2019
Non-Equilibrium Relations for Bounded Rational Decision-Making in Changing Environments
J Grau-Moya, M Krüger, DA Braun
Entropy 20 (1), 1, 2018
Adaptive information-theoretic bounded rational decision-making with parametric priors
J Grau-Moya, DA Braun
arXiv preprint arXiv:1511.01710, 2015
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
P Ortega, J Grau-Moya, T Genewein, D Balduzzi, D Braun
Advances in Neural Information Processing Systems, 3005-3013, 2012
Decision-Making under Bounded Rationality and Model Uncertainty: an Information-Theoretic Approach
JG Moya
Eberhard Karls Universität Tübingen, 2016
Non-equilibrium behaviour of information-processing systems with computational constraints
J Grau-Moya, M Krueger, DA Braun
Workshop on Recent Developments In Non-Equilibrium Physics" Luxembourg out …, 2015
Ellsberg's paradox in sensorimotor learning
DA Braun, J Grau-Moya, PA Ortega
Theoretical and Empirical Research in Decision-Making (DMB 2014), 84, 2014
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