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Process rewards have been widely used in deep reinforcement learning to improve training efficiency, reduce variance, and prevent reward hacking. In LLM reasoning, existing works also explore various solutions for learning effective process…

机器学习 · 计算机科学 2026-05-21 Xian Wu , Kaijie Zhu , Ying Zhang , Lun Wang , Wenbo Guo

Extensive research in the field of ontology-based query answering has led to the identification of numerous fragments of existential rules (also known as tuple-generating dependencies) that exhibit decidable answering of atomic and…

数据库 · 计算机科学 2024-07-22 Piotr Ostropolski-Nalewaja , Sebastian Rudolph

We investigate the decidability of model-checking logics of time, knowledge and probability, with respect to two epistemic semantics: the clock and synchronous perfect recall semantics in partially observed discrete-time Markov chains.…

计算机科学中的逻辑 · 计算机科学 2015-11-11 Ron van der Meyden , Manas K. Patra

We study the expressivity and complexity of model checking linear temporal logic with team semantics (TeamLTL). TeamLTL, despite being a purely modal logic, is capable of defining hyperproperties, i.e., properties which relate multiple…

计算机科学中的逻辑 · 计算机科学 2021-11-24 Jonni Virtema , Jana Hofmann , Bernd Finkbeiner , Juha Kontinen , Fan Yang

Reinforcement learning from verifiable rewards (RLVR) has improved the reasoning abilities of large language models (LLMs), but most existing approaches rely on sparse outcome-level feedback. This sparsity creates a credit assignment…

人工智能 · 计算机科学 2026-05-28 Huining Yuan , Zelai Xu , Huaijie Wang , Xiangmin Yi , Jiaxuan Gao , Xiao-Ping Zhang , Yu Wang , Chao Yu , Yi Wu

Standpoint linear temporal logic ($SLTL$) is a recently introduced extension of classical linear temporal logic ($LTL$) with standpoint modalities. Intuitively, these modalities allow to express that, from agent $a$'s standpoint, it is…

计算机科学中的逻辑 · 计算机科学 2025-02-28 Rajab Aghamov , Christel Baier , Toghrul Karimov , Rupak Majumdar , Joël Ouaknine , Jakob Piribauer , Timm Spork

Markov decision processes model systems subject to nondeterministic and probabilistic uncertainty. A plethora of verification techniques addresses variations of reachability properties, such as: Is there a scheduler resolving the…

计算机科学中的逻辑 · 计算机科学 2025-05-26 Lina Gerlach , Tobias Winkler , Erika Ábrahám , Borzoo Bonakdarpour , Sebastian Junges

We identify a subproblem of the model-checking problem for the epistemic \mu-calculus which is decidable. Formulas in the instances of this subproblem allow free variables within the scope of epistemic modalities in a restricted form that…

计算机科学与博弈论 · 计算机科学 2013-10-28 Rodica Bozianu , Catalin Dima , Constantin Enea

In this paper, we study the model-checking and parameter synthesis problems of the logic TCTL over discrete-timed automata where parameters are allowed both in the model (timed automaton) and in the property (temporal formula). Our results…

计算机科学中的逻辑 · 计算机科学 2017-01-11 Veronique Bruyere , Jean-Francois Raskin

We propose a validity preserving translation from a subset of epistemic Alternating-time Temporal Logic (ATL) to epistemic Computation Tree Logic (CTL). The considered subset of epistemic ATL is known to have the finite model property and…

计算机科学中的逻辑 · 计算机科学 2013-03-05 Dimitar P. Guelev

Petri Nets (PN) are a central, theoretically sound model for concurrent or distributed systems but, at least in their classical definition, not expressive enough to represent dynamic reconfiguration capabilities. On the other side,…

计算机科学中的逻辑 · 计算机科学 2021-11-17 Lorenzo Capra

Process Reward Models (PRMs) have emerged as a powerful tool for providing step-level feedback when evaluating the reasoning of Large Language Models (LLMs), which frequently produce chains of thought (CoTs) containing errors even when the…

计算与语言 · 计算机科学 2026-04-21 Raffaele Pisano , Roberto Navigli

We continue the investigation of parameterized extensions of Linear Temporal Logic (LTL) that retain the attractive algorithmic properties of LTL: a polynomial space model checking algorithm and a doubly-exponential time algorithm for…

计算机科学中的逻辑 · 计算机科学 2016-01-15 Martin Zimmermann

In this paper, we initiate a systematic study of the parametrised complexity in the field of Dependence Logics which finds its origin in the Dependence Logic of V\"a\"an\"anen from 2007. We study a propositional variant of this logic (PDL)…

计算机科学中的逻辑 · 计算机科学 2020-06-16 Yasir Mahmood , Arne Meier

Test-Time Scaling (TTS) has significantly enhanced the capabilities of Large Reasoning Models (LRMs) but introduces a critical side-effect known as Overthinking. We conduct a preliminary study to rethink this phenomenon from a fine-grained…

计算与语言 · 计算机科学 2026-02-10 Kaiyan Chang , Chenwei Zhu , Yingfeng Luo , Yifu Huo , Chenglong Wang , Xiaoqian Liu , Qiaozhi He , Tong Xiao , Zhengtao Yu , Jingbo Zhu

An issue limiting the adoption of model checking technologies by the industry is the ability, for non-experts, to express their requirements using the property languages supported by verification tools. This has motivated the definition of…

软件工程 · 计算机科学 2013-02-01 Nouha Abid , Silvano Dal Zilio , Didier Le Botlan

Logically constrained term rewrite systems (LCTRSs) are a rewriting formalism that naturally supports built-in data structures, including integers and bit-vectors. The recent framework of existentially constrained terms and most general…

计算机科学中的逻辑 · 计算机科学 2026-02-04 Takahito Aoto , Naoki Nishida , Jonas Schöpf

This paper proposes a data tree-rewriting framework for modeling evolving documents. The framework is close to Guarded Active XML, a platform used for handling XML repositories evolving through web services. We focus on automatic…

数据库 · 计算机科学 2010-03-05 Blaise Genest , Anca Muscholl , Zhilin Wu

Hyperproperties are a modern specification paradigm that extends trace properties to express properties of sets of traces. Temporal logics for hyperproperties studied in the literature, including HyperLTL, assume a synchronous semantics and…

计算机科学中的逻辑 · 计算机科学 2021-04-28 Laura Bozzelli , Adriano Peron , Cesar Sanchez

The system PL permits the translation of abstract proofs of program correctness into programs in a variety of programming languages. A programming language satisfying certain axioms may be the target of such a translation. The system PL…

软件工程 · 计算机科学 2007-05-23 David A. Plaisted