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publications [2026/04/02 14:03] – [2026] pedroortegapublications [2026/10/28 10:43] (current) – [2026] pedroortega
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 ==== 2026 ==== ==== 2026 ====
 +[57] Safe AI Should be Bounded and Multi-Agent\\
 +Hyland D., Jarne Ornia D., Bishop N., Dyer J., Macmillan-Scott O., Gaveniak T., Calinescu A., Wooldridge M., Rosas F., **Ortega P.A.**\\
 +//Position Paper//\\
 +{{ ::bmas_position.pdf | [PDF] }}
 +
 +[56] Bounded Rationality, Hedging, and Generalization\\
 +**Ortega, P.A**\\
 +//Under Review//, ArXiv:2605.15340, 2026\\
 +[[ https://arxiv.org/pdf/2605.15340 | [PDF] ]] [[ https://arxiv.org/html/2605.15340v1 | [HTML] ]]
  
 [55] :!: Universal Artificial Intelligence as Imitation\\ [55] :!: Universal Artificial Intelligence as Imitation\\
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 ==== 2022 ==== ==== 2022 ====
  
-[53] :!: Beyond Bayes-optimality: meta-learning what you know you don't know\\+[53] Beyond Bayes-optimality: meta-learning what you know you don't know\\
 Grau-Moya J., Delétang G., Kunesch M., Genewein T., Catt E., Li W.K., Ruoss A., Cundy C., Veness J., Wang J.X., Hutter M., Summerfield C., Legg S., **Ortega P.A**\\ Grau-Moya J., Delétang G., Kunesch M., Genewein T., Catt E., Li W.K., Ruoss A., Cundy C., Veness J., Wang J.X., Hutter M., Summerfield C., Legg S., **Ortega P.A**\\
 ArXiv:2207.02098, 2022\\ ArXiv:2207.02098, 2022\\
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 [34] Human Decision-Making under Limited Time.\\ [34] Human Decision-Making under Limited Time.\\
-:!: **Ortega, P.A.** and Stocker, A.A.\\+**Ortega, P.A.** and Stocker, A.A.\\
 Neural Information Processing Systems (NIPS), 2016.\\ Neural Information Processing Systems (NIPS), 2016.\\
 [[https://papers.nips.cc/paper/6249-human-decision-making-under-limited-time.pdf|[PDF]]] [[https://papers.nips.cc/paper/6249-human-decision-making-under-limited-time.pdf|[PDF]]]
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 [[http://www.sciencedirect.com/science/article/pii/S0959438814000348|[PDF]]] [[http://www.sciencedirect.com/science/article/pii/S0959438814000348|[PDF]]]
  
-[20] :!: Monte Carlo Methods for Exact & Efficient Solution of the Generalized Optimality Equations\\+[20] Monte Carlo Methods for Exact & Efficient Solution of the Generalized Optimality Equations\\
 **Ortega, P.A.**, Braun, D.A. and Tishby, N. \\ **Ortega, P.A.**, Braun, D.A. and Tishby, N. \\
 IEEE International Conference on Robotics and Automation (ICRA), 2014\\ IEEE International Conference on Robotics and Automation (ICRA), 2014\\
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 {{:papers:risksensitivitybayesiansensorimotor.pdf|[PDF]}} {{:papers:risksensitivitybayesiansensorimotor.pdf|[PDF]}}
  
-[13] :!: Free Energy and the Generalized Optimality Equations for Sequential Decision Making\\+[13] Free Energy and the Generalized Optimality Equations for Sequential Decision Making\\
 **Ortega, P.A.** and Braun, D.A. \\ **Ortega, P.A.** and Braun, D.A. \\
 European Workshop on Reinforcement Learning 2012\\ European Workshop on Reinforcement Learning 2012\\
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 [12] **Ortega, P.A.**\\ [12] **Ortega, P.A.**\\
-:!: Bayesian Causal Induction\\+Bayesian Causal Induction\\
 NIPS Workshop on Philosophy and Machine Learning, 2011.\\ NIPS Workshop on Philosophy and Machine Learning, 2011.\\
 {{:papers:bayesiancausalinduction.pdf|[PDF]}}\\ {{:papers:bayesiancausalinduction.pdf|[PDF]}}\\
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 {{:papers:utilityinfoconversion.pdf|[PDF]}}\\ {{:papers:utilityinfoconversion.pdf|[PDF]}}\\
  
-[4] :!: A Bayesian rule for adaptive control based on causal interventions \\+[4] A Bayesian rule for adaptive control based on causal interventions \\
 **Ortega, P.A.** and Braun, D.A. \\ **Ortega, P.A.** and Braun, D.A. \\
 The third conference on artificial general intelligence, pp. 121-126, 2010 \\ The third conference on artificial general intelligence, pp. 121-126, 2010 \\
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 ==== 2009 and earlier ==== ==== 2009 and earlier ====
  
-[3] :!: Nash equilibria in multi-agent motor interactions \\+[3] Nash equilibria in multi-agent motor interactions \\
 Braun D.A., **Ortega P.A.** & Wolpert D.M. (2009) \\ Braun D.A., **Ortega P.A.** & Wolpert D.M. (2009) \\
 PLoS Computational Biology 5 (8):e1000468 \\ PLoS Computational Biology 5 (8):e1000468 \\
 {{:papers:braortwol09.pdf|[PDF]}}\\ {{:papers:braortwol09.pdf|[PDF]}}\\
  
-[2] :!: Error Backpropagation with Generalized Functional Composition\\+[2] Error Backpropagation with Generalized Functional Composition\\
 Bassi, A. and **Ortega, P.A.** \\ Bassi, A. and **Ortega, P.A.** \\
 Technical Report, Department of Computer Science, University of Chile (2006)\\ Technical Report, Department of Computer Science, University of Chile (2006)\\
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