Risk‐aware safe reinforcement learning for control of stochastic linear systems
Abstract This paper presents a risk‐aware safe reinforcement learning (RL) control design for stochastic discrete‐time linear systems. Rather than using a safety certifier to myopically intervene with the RL controller, a risk‐informed safe controller is also learned besides the RL controller, and the RL and safe controllers are combined together ...
Babak Esmaeili +2 more
wiley +1 more source
Blame the Player, Not the Game? How Perceived Institutional Inequality Predicts Displaced Aggression. [PDF]
Fan Y, Gong S.
europepmc +1 more source
A simple algorithm for proving a class of inequalities
Slavisa Presic
openalex +2 more sources
Modeling and parameter estimation for fractional large‐scale interconnected Hammerstein systems
Abstract This paper addresses the challenge of modeling and identifying large‐scale interconnected systems exhibiting memory effects, hereditary properties, and non‐local interactions. We propose a fractional‐order extension of the Hammerstein architecture that incorporates Grünwald–Letnikov operators to capture complex dynamics through multiple ...
Mourad Elloumi +2 more
wiley +1 more source
The Patriarchy Index for Asia: A new tool for subnational analysis of gender inequalities. [PDF]
Szołtysek M +3 more
europepmc +1 more source
Can nighttime lights serve as a proxy for economic inequality at the local administrative unit scale? Evidence from Spain. [PDF]
Pérez-Sindín XS +3 more
europepmc +1 more source
Listening to Hong Kong children's perspectives through pretend play
Abstract Quality in early childhood education and care (ECEC) has become an increasing concern in recent years. The issue has been regularly discussed by different stakeholders. However, the rising concern regarding quality in ECEC has not seriously taken into account children's perspectives.
Suzannie K. Y. Leung
wiley +1 more source
Inequalities in care-seeking behaviour for childhood acute respiratory tract infection in Mauritania: evidence from the WHO health equity assessment toolkit of two national health surveys. [PDF]
Tebeje TM, Eshun G.
europepmc +1 more source

