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Alain Andrés — most-cited papers & profile · Reinforcement Learning
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Alain Andrés
6
papers ·
2
citations ·
5
h-index
Universidad de Deusto · Tecnalia · Association of Electronic and Information Technologies
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Most-cited papers
Using Offline Data to Speed Up Reinforcement Learning in Procedurally Generated Environments
2023 · 1 citations
Enhanced Generalization through Prioritization and Diversity in Self-Imitation Reinforcement Learning over Procedural Environments with Sparse Rewards
2023 · 1 citations
Fast Policy Learning for 6-DOF Position Control of Underwater Vehicles
2025
Collaborative Training of Heterogeneous Reinforcement Learning Agents in Environments with Sparse Rewards: What and When to Share?
2022
An Evaluation Study of Intrinsic Motivation Techniques applied to Reinforcement Learning over Hard Exploration Environments
2022
Fostering Intrinsic Motivation in Reinforcement Learning with Pretrained Foundation Models
2024
Top co-authors
Javier Del Ser
· 5
Esther Villar-Rodríguez
· 2
Daochen Zha
· 1
Ignacio Carlucho
· 1
Lukas Sch\"afer
· 1
Stefano V.Albrecht
· 1
Sümer Tunçay
· 1
Topics
Exploration
Model-Based RL
Policy Gradient
Meta-RL
Multi-Agent
Safe RL
Offline RL
Game AI