Lucas Nunes Alegre

17 papers A* 2A 3B 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Successor Clusters: A Behavior Basis for Unsupervised Zero-Shot Reinforcement Learning.
Trans. Mach. Learn. Res.
Louis Bagot, Lucas Nunes Alegre, Steven Latré, Kevin Mets, Bruno Castro da Silva
2023 A* conf
Multi-Step Generalized Policy Improvement by Leveraging Approximate Models.
NeurIPS
Lucas Nunes Alegre, Ana L. C. Bazzan, Ann Nowé, Bruno C. da Silva
2023 A conf
Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization.
AAMAS
Lucas Nunes Alegre, Ana L. C. Bazzan, Diederik M. Roijers, Ann Nowé, Bruno C. da Silva
2023 J jnl
Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization.
CoRR
Lucas Nunes Alegre, Ana L. C. Bazzan, Diederik M. Roijers, Ann Nowé, Bruno C. da Silva
2023 A conf
Towards Sample-Efficient Multi-Objective Reinforcement Learning.
AAMAS
Lucas Nunes Alegre
2022 B conf
On the Explainability and Expressiveness of Function Approximation Methods in RL-Based Traffic Signal Control.
IJCNN
Lincoln Vinicius Schreiber, Lucas Nunes Alegre, Ana L. C. Bazzan, Gabriel de Oliveira Ramos
2022 A* conf
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer.
ICML
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
2022 J jnl
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer.
CoRR
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
2022 J jnl
Using Reinforcement Learning to Control Traffic Signals in a Real-World Scenario: An Approach Based on Linear Function Approximation.
IEEE Trans. Intell. Transp. Syst.
Lucas Nunes Alegre, Theresa Ziemke, Ana L. C. Bazzan
2021 A conf
Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection.
AAMAS
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
2021 J jnl
Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection.
CoRR
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
2021 J jnl
Quantifying the impact of non-stationarity in reinforcement learning-based traffic signal control.
PeerJ Comput. Sci.
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
2021 J jnl
Reinforcement learning vs. rule-based adaptive traffic signal control: A Fourier basis linear function approximation for traffic signal control.
AI Commun.
Theresa Ziemke, Lucas Nunes Alegre, Ana L. C. Bazzan
2020 — conf
A Reinforcement Learning Approach with Fourier Basis Linear Function Approximation for Traffic Signal Control.
ATT@ECAI
Theresa Ziemke, Lucas Nunes Alegre, Ana L. C. Bazzan
2020 J jnl
Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control.
CoRR
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
2020 — conf
SelfieArt: Interactive Multi-Style Transfer for Selfies and Videos with Soft Transitions.
SIBGRAPI
Lucas Nunes Alegre, Manuel M. Oliveira
2019 — conf
Parameterized Melody Generation with Autoencoders and Temporally-Consistent Noise.
NIME
Aline Weber, Lucas Nunes Alegre, Jim Tørresen, Bruno C. da Silva