The unsurprising effectiveness of pre-trained vision models for control
S Parisi, A Rajeswaran… - … on machine learning, 2022 - proceedings.mlr.press
Recent years have seen the emergence of pre-trained representations as a powerful abstraction
for AI applications in computer vision, natural language, and speech. However, policy …
for AI applications in computer vision, natural language, and speech. However, policy …
Clinical spectrum time course in anti Jo-1 positive antisynthetase syndrome: results from an international retrospective multicenter study
Anti Jo-1 antibodies are the main markers of the antisynthetase syndrome (ASSD), an
autoimmune disease clinically characterized by the occurrence of arthritis, myositis, and interstitial …
autoimmune disease clinically characterized by the occurrence of arthritis, myositis, and interstitial …
Influence of antisynthetase antibodies specificities on antisynthetase syndrome clinical spectrum time course
…, N Perez Gomez, E Fusaro, S Parisi… - Journal of clinical …, 2019 - mdpi.com
Antisynthetase syndrome (ASSD) is a rare clinical condition that is characterized by the
occurrence of a classic clinical triad, encompassing myositis, arthritis, and interstitial lung …
occurrence of a classic clinical triad, encompassing myositis, arthritis, and interstitial lung …
Viral arthritis and COVID-19
S Parisi, R Borrelli, S Bianchi, E Fusaro - The Lancet Rheumatology, 2020 - thelancet.com
The current outbreak of COVID19, caused by severe acute respiratory syndrome coronavirus
2 (SARSCoV2), is characterised by clinical signs and symptoms such as interstitial …
2 (SARSCoV2), is characterised by clinical signs and symptoms such as interstitial …
Interesting object, curious agent: Learning task-agnostic exploration
Common approaches for task-agnostic exploration learn tabula-rasa--the agent assumes
isolated environments and no prior knowledge or experience. However, in the real world, …
isolated environments and no prior knowledge or experience. However, in the real world, …
COVID‐19 vaccination in autoimmune diseases (COVAD) study: vaccine safety in idiopathic inflammatory myopathies
Introduction/Aims In this study we investigated COVID‐19 vaccination–related adverse
events (ADEs) 7 days postvaccination in patients with idiopathic inflammatory myopathies (IIMs) …
events (ADEs) 7 days postvaccination in patients with idiopathic inflammatory myopathies (IIMs) …
Serum Jo-1 autoantibody and isolated arthritis in the antisynthetase syndrome: review of the literature and report of the experience of AENEAS collaborative group
Anti-Jo-1 is the most frequently detectable antibody in the antisynthetase syndrome (ASSD),
an autoimmune disease characterized by the occurrence of arthritis, myositis, and interstitial …
an autoimmune disease characterized by the occurrence of arthritis, myositis, and interstitial …
Policy gradient approaches for multi-objective sequential decision making
This paper investigates the use of policy gradient techniques to approximate the Pareto
frontier in Multi-Objective Markov Decision Processes (MOMDPs). Despite the popularity of …
frontier in Multi-Objective Markov Decision Processes (MOMDPs). Despite the popularity of …
Vitamin D and immunomodulation in early rheumatoid arthritis: A randomized double-blind placebo-controlled study
…, G Rovera, F Sassi, MM Rigoni, C Lomater, S Parisi… - PLoS …, 2017 - journals.plos.org
The aim of this study was to evaluate differences in T helper cell sub-types and osteoclast (OCs)
precursors in peripheral blood between patients affected by early rheumatoid arthritis (…
precursors in peripheral blood between patients affected by early rheumatoid arthritis (…
Multi-objective reinforcement learning with continuous pareto frontier approximation
This paper is about learning a continuous approximation of the Pareto frontier in Multi-Objective
Markov Decision Problems (MOMDPs). We propose a policy-based approach that …
Markov Decision Problems (MOMDPs). We propose a policy-based approach that …