statistiche ricercatore

Nome	#
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving	82
Feature Selection via Mutual Information: New Theoretical Insights	75
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems	63
Gradient-Aware Model-Based Policy Search	62
Importance Weighted Transfer of Samples in Reinforcement Learning	50
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions	43
A Novel Confidence-Based Algorithm for Structured Bandits	41
Transfer of Samples in Policy Search via Multiple Importance Sampling	38
An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits	38
Sequential Transfer in Reinforcement Learning with a Generative Model	32
Transfer of Value Functions via Variational Methods	28
Leveraging Good Representations in Linear Contextual Bandits	28
Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes	25
Meta-Reinforcement Learning by Tracking Task Non-stationarity	18
Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection	16
Risk-averse policy optimization via risk-neutral policy optimization	15
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees	5
Totale	659

	Totale	Lug	Ago	Sett	Ott	Nov	Dic	Gen	Feb	Mar	Apr	Mag	Giu
2019/2020	56	1	1	0	1	6	14	4	4	5	3	13	4
2020/2021	130	1	1	37	17	7	4	0	7	2	14	1	39
2021/2022	90	8	10	7	2	5	1	8	10	7	4	11	17
2022/2023	211	23	26	3	21	24	18	2	20	38	12	20	4
2023/2024	155	9	19	3	17	9	33	12	19	0	12	2	20
2024/2025	3	3	0	0	0	0	0	0	0	0	0	0	0
Totale													659

RE.PUBLIC@POLIMI pubblicazioni di ricerca del Politecnico di Milano