Lucas Nunes Alegre

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Reinforcement Learning

Temporal Difference Learning Algorithms

Top Venues

Publications

Lucas Nunes Alegre, Ana L. C. Bazzan, Ann Nowé, Bruno C. da Silva
Multi-Step Generalized Policy Improvement by Leveraging Approximate Models. NeurIPS (2023)
Lucas Nunes Alegre, Ana L. C. Bazzan, Diederik M. Roijers, Ann Nowé, Bruno C. da Silva
Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization. CoRR (2023)
Lucas Nunes Alegre
Towards Sample-Efficient Multi-Objective Reinforcement Learning. AAMAS (2023)
Lucas Nunes Alegre, Ana L. C. Bazzan, Diederik M. Roijers, Ann Nowé, Bruno C. da Silva
Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization. AAMAS (2023)
Lucas Nunes Alegre, Theresa Ziemke, Ana L. C. Bazzan
Using Reinforcement Learning to Control Traffic Signals in a Real-World Scenario: An Approach Based on Linear Function Approximation. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer. CoRR (2022)
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer. ICML (2022)
Lincoln Vinicius Schreiber, Lucas Nunes Alegre, Ana L. C. Bazzan, Gabriel de Oliveira Ramos
On the Explainability and Expressiveness of Function Approximation Methods in RL-Based Traffic Signal Control. IJCNN (2022)
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
Quantifying the impact of non-stationarity in reinforcement learning-based traffic signal control. PeerJ Comput. Sci. 7 (2021)
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection. CoRR (2021)
Theresa Ziemke, Lucas Nunes Alegre, Ana L. C. Bazzan
Reinforcement learning vs. rule-based adaptive traffic signal control: A Fourier basis linear function approximation for traffic signal control. AI Commun. 34 (1) (2021)
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection. AAMAS (2021)
Theresa Ziemke, Lucas Nunes Alegre, Ana L. C. Bazzan
A Reinforcement Learning Approach with Fourier Basis Linear Function Approximation for Traffic Signal Control. ATT@ECAI (2020)
Lucas Nunes Alegre, Ana L. C. Bazzan, Bruno C. da Silva
Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control. CoRR (2020)
Lucas Nunes Alegre, Manuel M. Oliveira
SelfieArt: Interactive Multi-Style Transfer for Selfies and Videos with Soft Transitions. SIBGRAPI (2020)
Aline Weber, Lucas Nunes Alegre, Jim Tørresen, Bruno C. da Silva
Parameterized Melody Generation with Autoencoders and Temporally-Consistent Noise. NIME (2019)