Foto del docente

Amarildo Likmeta

Dottorando

Dipartimento di Farmacia e Biotecnologie

Pubblicazioni

Lorenzo Moro, Amarildo Likmeta, Enrico Prati, Marcello Restelli, Goal-Directed Planning via Hindsight Experience Replay, in: International Conference on Learning Representations, 2022, pp. 1 - 16 (atti di: International Conference on Learning Representations, Convegno Virtuale, Aprile 2022) [Contributo in Atti di convegno]

Likmeta, Amarildo; Metelli, Alberto Maria; Ramponi, Giorgia; Tirinzoni, Andrea; Giuliani, Matteo; Restelli, Marcello, Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems, «MACHINE LEARNING», 2021, 1573-0565, pp. 1 - 36 [articolo]

Edoardo Vittori, Amarildo Likmeta, Marcello Restelli, Monte Carlo Tree Search for Trading and Hedging, in: Proceedings of the Second ACM International Conference on AI in Finance, Association for Computing Machinery, 2021, pp. 1 - 9 (atti di: International Conference on AI in Finance, Convegno Virtuale, Novembre 2021) [Contributo in Atti di convegno]

Likmeta A.; Metelli A.M.; Tirinzoni A.; Giol R.; Restelli M.; Romano D., Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving, «ROBOTICS AND AUTONOMOUS SYSTEMS», 2020, 131, Article number: 103568, pp. 1 - 17 [articolo]

Ramponi, G; Likmeta, A; Metelli, AM; Tirinzoni, A; Restelli, M, Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions, in: Proceedings of Machine Learning Research, 75 ARLINGTON ST, STE 300, BOSTON, MA 02116-3936 USA, ADDISON-WESLEY PUBL CO, «PROCEEDINGS OF MACHINE LEARNING RESEARCH», 2020, 108, pp. 2359 - 2368 (atti di: AISTATS, Palermo, Italia, 26/08/2020) [Contributo in Atti di convegno]

Alberto Maria Metelli, Amarildo Likmeta, Marcello Restelli, Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters, in: Advances in Neural Information Processing Systems, H. Wallach, H. Larochelle, A. Beygelzimer, F. d'Alché-Buc, E. Fox, R. Garnett, 2019, 32, pp. 4333 - 4345 (atti di: Neural Information Processing Systems 2019, Vancouver, Canada, 08/12/2019 - 15/12/2019) [Contributo in Atti di convegno]

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