statistiche ricercatore

Nome	#
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving	92
Feature Selection via Mutual Information: New Theoretical Insights	80
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems	72
Gradient-Aware Model-Based Policy Search	69
Importance Weighted Transfer of Samples in Reinforcement Learning	58
Truly Batch Model-Free Inverse Reinforcement Learning about Multiple Intentions	47
A Novel Confidence-Based Algorithm for Structured Bandits	47
An Asymptotically Optimal Primal-Dual Incremental Algorithm for Contextual Linear Bandits	45
Transfer of Samples in Policy Search via Multiple Importance Sampling	42
Sequential Transfer in Reinforcement Learning with a Generative Model	39
Leveraging Good Representations in Linear Contextual Bandits	35
Transfer of Value Functions via Variational Methods	32
Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes	29
Meta-Reinforcement Learning by Tracking Task Non-stationarity	24
Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection	21
Risk-averse policy optimization via risk-neutral policy optimization	20
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees	13
Totale	765

	Totale	Lug	Ago	Sett	Ott	Nov	Dic	Gen	Feb	Mar	Apr	Mag	Giu
2019/2020	53	0	0	0	0	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	109	6	10	2	10	81	0	0	0	0	0	0	0
Totale													765

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