Michelangelo Conserva

14 papers A* 2C 2Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Exploration with Foundation Models: Capabilities, Limitations, and Hybrid Approaches.
CoRR
Remo Sasso, Michelangelo Conserva, Dominik Jeurissen, Paulo E. Rauber
2025 J jnl
Foundation Models as World Models: A Foundational Study in Text-Based GridWorlds.
CoRR
Remo Sasso, Michelangelo Conserva, Dominik Jeurissen, Paulo E. Rauber
2025 J jnl
Heterogenous graph neural networks for species distribution modeling.
CoRR
Lauren Harrell, Christine Kaeser-Chen, Burcu Karagol Ayan, Keith Anderson, Michelangelo Conserva, Elise Kleeman, Maxim Neumann, Matt Overlan, Melissa Chapman, Drew Purves
2025 J jnl
Mapping Farmed Landscapes from Remote Sensing.
CoRR
Michelangelo Conserva, Alex Wilson, Charlotte Stanton, Vishal Batchu, Varun Gulshan
2025 J jnl
On the Limits of Tabular Hardness Metrics for Deep RL: A Study with the Pharos Benchmark.
CoRR
Michelangelo Conserva, Remo Sasso, Paulo E. Rauber
2023 A* conf
Posterior Sampling for Deep Reinforcement Learning.
ICML
Remo Sasso, Michelangelo Conserva, Paulo E. Rauber
2023 J jnl
Posterior Sampling for Deep Reinforcement Learning.
CoRR
Remo Sasso, Michelangelo Conserva, Paulo E. Rauber
2022 A* conf
Hardness in Markov Decision Processes: Theory and Practice.
NeurIPS
Michelangelo Conserva, Paulo E. Rauber
2022 J jnl
Hardness in Markov Decision Processes: Theory and Practice.
CoRR
Michelangelo Conserva, Paulo E. Rauber
2022 J jnl
Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits.
Neural Comput.
Aditya A. Ramesh, Paulo E. Rauber, Michelangelo Conserva, Jürgen Schmidhuber
2022 J jnl
The Graph Cut Kernel for Ranked Data.
Trans. Mach. Learn. Res.
Michelangelo Conserva, Marc Peter Deisenroth, K. S. Sesh Kumar
2022 C conf
Turning Zeroes into Non-Zeroes: Sample Efficient Exploration with Monte Carlo Graph Search.
CoG
Marko Tot, Michelangelo Conserva, Diego Perez Liebana, Sam Devlin
2021 J jnl
Submodular Kernels for Efficient Rankings.
CoRR
Michelangelo Conserva, Marc Peter Deisenroth, K. S. Sesh Kumar
2021 C conf
What Are You Looking At? Team Fight Prediction Through Player Camera.
CoG
Marko Tot, Michelangelo Conserva, Alan Pedrassoli Chitayat, Athanasios Vasileios Kokkinakis, Sagarika Patra, Simon Demediuk, Alvaro Caceres Munoz, Oluseyi Olarewaju, Marian Ursu, Ben Kirman, Jonathan Hook, Florian Block, Anders Drachen, Diego Pérez-Liébana