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Roberto Martín-Martín — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Roberto Martín-Martín
13
papers ·
119
citations ·
35
h-index
The University of Texas at Austin
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers
2019 · 17 citations
HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators
2019 · 11 citations
ELDEN: Exploration via Local Dependencies
2023 · 1 citations
Simple Recipe Works: Vision-language-action Models Are Natural Continual Learners With Reinforcement Learning
2026
FLaRe: Achieving Masterful and Adaptive Robot Policies with Large-Scale Reinforcement Learning Fine-Tuning
2024
Top co-authors
Jiaheng Hu
· 3
Peter Stone
· 3
Silvio Savarese
· 2
Ajay Mandlekar
· 1
Ali Farhadi
· 1
Andrey Kurenkov
· 1
Animesh Garg
· 1
Aniruddha Kembhavi
· 1
Bo Liu
· 1
Chengshu Li
· 1
Chen Tang
· 1
Fei Xia
· 1
Topics
Value-Based
Meta-RL
Exploration
Model-Based RL
Policy Gradient
Offline RL