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20202026
most citedQuantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control

15 citations · 30 across the 6 of their papers we have counts for

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cs.LG2026

It's a matter of timescale: non-linear utility in successor features and multi-objective planning and learning

Liam P. H. Mertens, Lucas N. Alegre, Florent Delgrange +3

Time is of the essence when dealing with multiple reward signals and non-linear utility. In this paper we argue that the current main approaches in multi-objective RL (SER and ESR)…