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Meta-Analysis of the Functional Neuroimaging Literature with Probabilistic Logic Programming
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In: https://hal.archives-ouvertes.fr/hal-03590714 ; 2022 (2022)
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A gentle introduction to Girard's Transcendental Syntax for the linear logician
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In: https://hal.archives-ouvertes.fr/hal-02977750 ; 2022 (2022)
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PACSafe: Leveraging ARM Pointer Authentication for Memory Safety in C/C++ ...
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Compiler-Driven Simulation of Reconfigurable Hardware Accelerators ...
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How ISO C became unusable for operating systems development ...
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Quickstrom: Property Based Acceptance Testing with LTL Specifications ...
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POLYCRUISE: A Cross-Language Dynamic Information Flow Analysis ...
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POLYCRUISE: A Cross-Language Dynamic Information Flow Analysis ...
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A Systematic Evaluation of Large Language Models of Code ...
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On Reinforcement Learning, Effect Handlers, and the State Monad ...
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Abstract:
We study the algebraic effects and handlers as a way to support decision-making abstractions in functional programs, whereas a user can ask a learning algorithm to resolve choices without implementing the underlying selection mechanism, and give a feedback by way of rewards. Differently from some recently proposed approach to the problem based on the selection monad [Abadi and Plotkin, LICS 2021], we express the underlying intelligence as a reinforcement learning algorithm implemented as a set of handlers for some of these algebraic operations, including those for choices and rewards. We show how we can in practice use algebraic operations and handlers -- as available in the programming language EFF -- to clearly separate the learning algorithm from its environment, thus allowing for a good level of modularity. We then show how the host language can be taken as a lambda-calculus with handlers, this way showing what the essential linguistic features are. We conclude by hinting at how type and effect systems ...
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Keyword:
FOS Computer and information sciences; Logic in Computer Science cs.LO; Machine Learning cs.LG; Programming Languages cs.PL
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URL: https://arxiv.org/abs/2203.15426 https://dx.doi.org/10.48550/arxiv.2203.15426
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Compilable Neural Code Generation with Compiler Feedback ...
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Active Learning Activities in a Collaborative Teacher Setting in Colours, Design and Visualisation
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In: Computers; Volume 11; Issue 5; Pages: 68 (2022)
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Are You Robert or RoBERTa? Deceiving Online Authorship Attribution Models Using Neural Text Generators
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Eine agentenbasierte Architektur für Programmierung mit gesprochener Sprache
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Concepts et sémantique des langages de programmation 2 : constructions modulaires et objet avec OCaml, Python, C++, Ada et Java
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In: https://hal.archives-ouvertes.fr/hal-03030511 ; ISTE Editions, 2021, 9781784057022 (2021)
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Multiplicative Linear Logic from Logic Programs and Tilings
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In: https://hal.archives-ouvertes.fr/hal-02895111 ; 2021 (2021)
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Language and semantics of expressions for Grafcet model synthesis in an MDE environment ; Langage et sémantique des expressions pour la synthèse de modèle Grafcet dans un environnement IDM
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In: https://hal.archives-ouvertes.fr/hal-02558838 ; 2021 (2021)
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