Amarildo Likmeta

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Monte Carlo Tree Search

Reinforcement Learning

Action Selection

Top Venues

Robotics Auton. Syst.

Publications

Amarildo Likmeta, Matteo Sacco, Alberto Maria Metelli, Marcello Restelli
Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control. CoRR (2023)
Amarildo Likmeta, Matteo Sacco, Alberto Maria Metelli, Marcello Restelli
Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control. AAAI (2023)
Lorenzo Moro, Amarildo Likmeta, Enrico Prati, Marcello Restelli
Goal-Directed Planning via Hindsight Experience Replay. ICLR (2022)
Edoardo Vittori, Amarildo Likmeta, Marcello Restelli
Monte carlo tree search for trading and hedging. ICAIF (2021)
Amarildo Likmeta, Alberto Maria Metelli, Giorgia Ramponi, Andrea Tirinzoni, Matteo Giuliani, Marcello Restelli
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems. Mach. Learn. 110 (9) (2021)
Giorgia Ramponi, Amarildo Likmeta, Alberto Maria Metelli, Andrea Tirinzoni, Marcello Restelli
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions. AISTATS (2020)
Amarildo Likmeta, Alberto Maria Metelli, Andrea Tirinzoni, Riccardo Giol, Marcello Restelli, Danilo Romano
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving. Robotics Auton. Syst. 131 (2020)
Alberto Maria Metelli, Amarildo Likmeta, Marcello Restelli
Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters. NeurIPS (2019)