Pedro Ortega
5 papers · 2012–2021 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core AI
(3)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Methods
(2)
Optimization
(2)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
meta learning
(1)
stochastic optimization
(1)
multi-agent reinforcement learning
(1)
adversarial learning
(1)
nonparametric bayesian
(1)
game theory
(1)
bayesian inference
(1)
uncertainty quantification
(1)
posterior distribution
(1)
gaussian process
(1)
nash equilibrium
(1)
mutual information
(1)
conjugate prior
(1)
bayesian filtering
(1)
bayesian optimization
(1)
thompson sampling
(1)
noisy function optimization
(1)
multi-armed bandit
(1)
zero-sum game
(1)
counterfactual reasoning
(1)
Papers
From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization
ICML 2021
Meta-trained agents implement Bayes-optimal agents
NeurIPS 2020
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning
ICML 2019
Reactive bandits with attitude
AISTATS 2015
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
NeurIPS 2012