Amarildo Likmeta

According to our database, Amarildo Likmeta authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Wasserstein Actor-Critic: Directed Exploration via Optimism for Continuous-Actions Control.

Amarildo Likmeta, Matteo Sacco, Alberto Maria Metelli, Marcello Restelli

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Goal-Directed Planning via Hindsight Experience Replay.

Lorenzo Moro, Amarildo Likmeta, Enrico Prati, Marcello Restelli

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems.

Amarildo Likmeta, Alberto Maria Metelli, Giorgia Ramponi, Andrea Tirinzoni, Matteo Giuliani, Marcello Restelli

Mach. Learn., 2021

Monte carlo tree search for trading and hedging.

Edoardo Vittori, Amarildo Likmeta, Marcello Restelli

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

2020

Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving.

Amarildo Likmeta, Alberto Maria Metelli, Andrea Tirinzoni, Riccardo Giol, Marcello Restelli, Danilo Romano

Robotics Auton. Syst., 2020

Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions.

Giorgia Ramponi, Amarildo Likmeta, Alberto Maria Metelli, Andrea Tirinzoni, Marcello Restelli

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters.

Alberto Maria Metelli, Amarildo Likmeta, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019