André Barreto

1. Fast Task Inference with Variational Intrinsic Successor Features
   2019/06/12 by Steven Hansen, Will Dabney, Hansen, Steven +9 · 12 citations
   Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
2. A Definition of Continual Reinforcement Learning
   2023/07/20 by David Abel, Abel, David, André Barreto +9 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
3. Universal Successor Features Approximators
   2018/12/18 by Diana Borsa, Borsa, Diana, André Barreto +13 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
4. The Value Equivalence Principle for Model-Based Reinforcement Learning
   2020/11/06 by Christopher Grimm, André Barreto, Grimm, Christopher +5 · 4 citations
   Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
5. Agency Is Frame-Dependent
   2025/02/06 by David Abel, Abel, David, André Barreto +30 · 4 voices · 1 citation
   Neuroscience · Psychology · #Action Observation and Synchronization #Embodied and Extended Cognition #Free Will and Agency #cs.AI
6. The Phenomenon of Policy Churn
   2022/06/01 by Tom Schaul, André Barreto, Schaul, Tom +6 · 1 voice · 3 citations
   Computer Science · #Reinforcement Learning in Robotics
7. A Distributional Analogue to the Successor Representation
   2024/02/13 by Harley Wiltzer, Wiltzer, Harley, Jesse Farebrother +13 · 3 citations
   Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Insurance and Financial Risk Management #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Plasticity as the Mirror of Empowerment
   2025/05/15 by David Abel, Abel, David, Michael Bowling +30 · 3 voices · 3 citations
   Neuroscience · Psychology · #cs.AI #cs.LG
9. Temporal Difference Uncertainties as a Signal for Exploration
   2020/10/05 by Sebastian Flennerhag, Flennerhag, Sebastian, Jane X. Wang +17 · 2 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
10. Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning
    2021/02/24 by Víctor Campos, Campos, Víctor, Pablo Sprechmann +13 · 3 citations
    Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Neural dynamics and brain function
11. Model-Value Inconsistency as a Signal for Epistemic Uncertainty
    2021/12/08 by Angelos Filos, Filos, Angelos, Eszter Vértes +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics