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Bernardo Ávila Pires — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Bernardo Ávila Pires
12
papers ·
3560
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning
2020 · 42 citations
Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models
2016 · 10 citations
Geometric Entropic Exploration
2021 · 8 citations
Neural Recursive Belief States in Multi-Agent Reinforcement Learning
2021 · 7 citations
Offline Regularised Reinforcement Learning for Large Language Models Alignment
2024 · 1 citations
Optimizing Return Distributions with Distributional Dynamic Programming
2025
Hierarchical Reinforcement Learning in Complex 3D Environments
2023
A Unifying Framework for Action-Conditional Self-Predictive Reinforcement Learning
2024
Top co-authors
Bilal Piot
· 3
Mohammad Gheshlaghi Azar
· 3
Daniel Guo
· 2
Mark Rowland
· 2
R\'emi Munos
· 2
Rémi Munos
· 2
Will Dabney
· 2
Yunhao Tang
· 2
Alaa Saade
· 1
Aliaksei Severyn
· 1
Arthur Guez
· 1
Csaba Szepesvári
· 1
Topics
Model-Based RL
Exploration
Value-Based
Safe RL
Policy Gradient
Meta-RL
Offline RL
Multi-Agent
Game AI
RLHF & Alignment