On the sample complexity of the linear quadratic regulator
This paper addresses the optimal control problem known as the linear quadratic regulator in
the case when the dynamics are unknown. We propose a multistage procedure, called …
the case when the dynamics are unknown. We propose a multistage procedure, called …
Delayed impact of fair machine learning
Fairness in machine learning has predominantly been studied in static classification
settings without concern for how decisions change the underlying population over time. …
settings without concern for how decisions change the underlying population over time. …
Home‐based versus centre‐based cardiac rehabilitation
…, RJ Norton, H Dalal, SG Dean… - Cochrane database …, 2017 - cochranelibrary.com
Background Cardiovascular disease is the most common cause of death globally. Traditionally,
centre‐based cardiac rehabilitation programmes are offered to individuals after cardiac …
centre‐based cardiac rehabilitation programmes are offered to individuals after cardiac …
How effective are mindfulness‐based interventions for reducing stress among healthcare professionals? A systematic review and meta‐analysis
Workplace stress is high among healthcare professionals (HCPs) and is associated with
reduced psychological health, quality of care and patient satisfaction. This systematic review …
reduced psychological health, quality of care and patient satisfaction. This systematic review …
The association between health care professional attitudes and beliefs and the attitudes and beliefs, clinical management, and outcomes of patients with low back …
… Dr Sarah Dean's time is supported by funding from the National Institute for Health
Research UK, in connection with her role within the Peninsula Collaboration for Leadership in …
Research UK, in connection with her role within the Peninsula Collaboration for Leadership in …
Is goal planning in rehabilitation effective? A systematic review
…, K Taylor, RJ Siegert, SG Dean… - Clinical …, 2006 - journals.sagepub.com
Objective: To determine the evidence regarding the effectiveness of goal planning in clinical
rehabilitation. Design: Systematic review. Method: MEDLINE, EMBASE, PsycINFO, CINAHL, …
rehabilitation. Design: Systematic review. Method: MEDLINE, EMBASE, PsycINFO, CINAHL, …
[HTML][HTML] What is the best way of delivering virtual nature for improving mood? An experimental comparison of high definition TV, 360 video, and computer generated …
Exposure to ‘real’ nature can increase positive affect and decrease negative affect, but direct
access is not always possible, eg for people in health/care settings who often experience …
access is not always possible, eg for people in health/care settings who often experience …
Cohort profile: The national longitudinal study of adolescent to adult health (add health)
…, LA Killeya-Jones, J Tabor, SC Dean - International journal …, 2019 - academic.oup.com
The National Longitudinal Study of Adolescent Health (Add Health) was developed in the
1990s in response to a mandate from the United States Congress to fund a study of adolescent …
1990s in response to a mandate from the United States Congress to fund a study of adolescent …
The enduring impact of what clinicians say to people with low back pain
PURPOSE The purpose of this study was to explore the formation and impact of attitudes
and beliefs among people experiencing acute and chronic low back pain. METHODS …
and beliefs among people experiencing acute and chronic low back pain. METHODS …
[PDF][PDF] Regret bounds for robust adaptive control of the linear quadratic regulator
We consider adaptive control of the Linear Quadratic Regulator (LQR), where an unknown
linear system is controlled subject to quadratic costs. Leveraging recent developments in the …
linear system is controlled subject to quadratic costs. Leveraging recent developments in the …