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This paper investigates how large language models (LLMs) are reshaping competitive programming. The field functions as an intellectual contest within computer science education and is marked by rapid iteration, real-time feedback,…

Human-Computer Interaction · Computer Science 2026-02-09 Dongyijie Primo Pan , Lan Luo , Ji Zhu , Zhiqi Gao , Xin Tong , Pan Hui

This paper reports the outcome of the third in the series of biennial international planning competitions, held in association with the International Conference on AI Planning and Scheduling (AIPS) in 2002. In addition to describing the…

Artificial Intelligence · Computer Science 2011-06-30 M. Fox , D. Long

Banks routinely use neural networks to make decisions. While these models offer higher accuracy, they are susceptible to adversarial attacks, a risk often overlooked in the context of event sequences, particularly sequences of financial…

Software and system development is complex and diverse, and a multitude of development approaches is used and combined with each other to address the manifold challenges companies face today. To study the current state of the practice and…

Software Engineering · Computer Science 2021-04-13 Marco Kuhrmann , Philipp Diebold , Stephen MacDonell , Jürgen Münch

The Hearthstone AI framework and competition motivates the development of artificial intelligence agents that can play collectible card games. A special feature of those games is the high variety of cards, which can be chosen by the players…

Artificial Intelligence · Computer Science 2019-06-12 Alexander Dockhorn , Sanaz Mostaghim

Modern hardware platforms, from the very small to the very large, increasingly provide parallel and distributed computing resources for applications to maximise performance. Many applications therefore need to make effective use of tens,…

Programming Languages · Computer Science 2019-04-02 Francisco Martins , Dominic Orchard

Shared benchmark problems have historically been a fundamental driver of progress for scientific communities. In the context of academic conferences, competitions offer the opportunity to researchers with different origins, backgrounds, and…

The evolution in the design of modern parallel platforms leads to revisit the scheduling jobs on distributed heterogeneous resources. The goal of this survey is to present the main existing algorithms, to classify them based on their…

Distributed, Parallel, and Cluster Computing · Computer Science 2020-07-31 Olivier Beaumont , Louis-claude Canon , Lionel Eyraud-Dubois , Giorgio Lucarelli , Loris Marchal , Clément Mommessin , Bertrand Simon , Denis Trystram

This volume contains the proceedings of PLACES 2025, the 16th edition of the Workshop on Programming Language Approaches to Concurrency and Communication-cEntric Software. The workshop is scheduled to take place in Hamilton, Canada, on May…

Programming Languages · Computer Science 2025-05-27 Farzaneh Derakhshan , Jan Hoffmann

Real-time systems applications usually consist of a set of concurrent activities with timing-related properties. Developing these applications requires programming paradigms that can effectively handle the specification of concurrent…

Distributed, Parallel, and Cluster Computing · Computer Science 2023-03-21 Luis Miguel Pinho

This paper combines two key ingredients for online algorithms - competitive analysis (e.g. the competitive ratio) and advice complexity (e.g. the number of advice bits needed to improve online decisions) - in the context of a simple online…

Computer Science and Game Theory · Computer Science 2020-06-30 Martin Aleksandrov , Toby Walsh

Writing efficient hybrid parallel code is tedious, error-prone, and requires good knowledge of both parallel programming and multithreading such as MPI and OpenMP, resp. Therefore, we present a framework which is based on a job model that…

Distributed, Parallel, and Cluster Computing · Computer Science 2018-07-03 Ralf-Peter Mundani , Marko Ljucović , Ernst Rank

Here, we present the outcomes from the second Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry, which engaged participants across global hybrid locations, resulting in 34 team submissions. The…

Machine Learning · Computer Science 2025-01-06 Yoel Zimmermann , Adib Bazgir , Zartashia Afzal , Fariha Agbere , Qianxiang Ai , Nawaf Alampara , Alexander Al-Feghali , Mehrad Ansari , Dmytro Antypov , Amro Aswad , Jiaru Bai , Viktoriia Baibakova , Devi Dutta Biswajeet , Erik Bitzek , Joshua D. Bocarsly , Anna Borisova , Andres M Bran , L. Catherine Brinson , Marcel Moran Calderon , Alessandro Canalicchio , Victor Chen , Yuan Chiang , Defne Circi , Benjamin Charmes , Vikrant Chaudhary , Zizhang Chen , Min-Hsueh Chiu , Judith Clymo , Kedar Dabhadkar , Nathan Daelman , Archit Datar , Wibe A. de Jong , Matthew L. Evans , Maryam Ghazizade Fard , Giuseppe Fisicaro , Abhijeet Sadashiv Gangan , Janine George , Jose D. Cojal Gonzalez , Michael Götte , Ankur K. Gupta , Hassan Harb , Pengyu Hong , Abdelrahman Ibrahim , Ahmed Ilyas , Alishba Imran , Kevin Ishimwe , Ramsey Issa , Kevin Maik Jablonka , Colin Jones , Tyler R. Josephson , Greg Juhasz , Sarthak Kapoor , Rongda Kang , Ghazal Khalighinejad , Sartaaj Khan , Sascha Klawohn , Suneel Kuman , Alvin Noe Ladines , Sarom Leang , Magdalena Lederbauer , Sheng-Lun , Liao , Hao Liu , Xuefeng Liu , Stanley Lo , Sandeep Madireddy , Piyush Ranjan Maharana , Shagun Maheshwari , Soroush Mahjoubi , José A. Márquez , Rob Mills , Trupti Mohanty , Bernadette Mohr , Seyed Mohamad Moosavi , Alexander Moßhammer , Amirhossein D. Naghdi , Aakash Naik , Oleksandr Narykov , Hampus Näsström , Xuan Vu Nguyen , Xinyi Ni , Dana O'Connor , Teslim Olayiwola , Federico Ottomano , Aleyna Beste Ozhan , Sebastian Pagel , Chiku Parida , Jaehee Park , Vraj Patel , Elena Patyukova , Martin Hoffmann Petersen , Luis Pinto , José M. Pizarro , Dieter Plessers , Tapashree Pradhan , Utkarsh Pratiush , Charishma Puli , Andrew Qin , Mahyar Rajabi , Francesco Ricci , Elliot Risch , Martiño Ríos-García , Aritra Roy , Tehseen Rug , Hasan M Sayeed , Markus Scheidgen , Mara Schilling-Wilhelmi , Marcel Schloz , Fabian Schöppach , Julia Schumann , Philippe Schwaller , Marcus Schwarting , Samiha Sharlin , Kevin Shen , Jiale Shi , Pradip Si , Jennifer D'Souza , Taylor Sparks , Suraj Sudhakar , Leopold Talirz , Dandan Tang , Olga Taran , Carla Terboven , Mark Tropin , Anastasiia Tsymbal , Katharina Ueltzen , Pablo Andres Unzueta , Archit Vasan , Tirtha Vinchurkar , Trung Vo , Gabriel Vogel , Christoph Völker , Jan Weinreich , Faradawn Yang , Mohd Zaki , Chi Zhang , Sylvester Zhang , Weijie Zhang , Ruijie Zhu , Shang Zhu , Jan Janssen , Calvin Li , Ian Foster , Ben Blaiszik

Reinforcement learning competitions have formed the basis for standard research benchmarks, galvanized advances in the state-of-the-art, and shaped the direction of the field. Despite this, a majority of challenges suffer from the same…

Airlift operations require the timely distribution of various cargo, much of which is time sensitive and valuable. These operations, however, have to contend with sudden disruptions from weather and malfunctions, requiring immediate…

Artificial Intelligence · Computer Science 2025-04-22 Adis Delanovic , Carmen Chiu , John F. Kolen , Marvin Gülhan , Jonathan Cawalla , Andre Beckus

The International Mathematical Olympiad (IMO) is perhaps the most celebrated mental competition in the world and as such is among the greatest grand challenges for Artificial Intelligence (AI). The IMO Grand Challenge, recently formulated,…

Logic in Computer Science · Computer Science 2020-11-02 Filip Marić , Sana Stojanović-{\Dj}urđević

This chapter provides a comprehensive overview of the pragmatic aspects involved in organizing AI competitions. We begin by discussing strategies to incentivize participation, touching upon effective communication techniques, aligning with…

Machine Learning · Computer Science 2024-01-10 Magali Richard , Yuna Blum , Justin Guinney , Gustavo Stolovitzky , Adrien Pavão

In this paper, we provide all information to participate to the Second International Nurse Rostering Competition (INRC-II). First, we describe the problem formulation, which, differently from INRC-I, is a multi-stage procedure. Second, we…

Artificial Intelligence · Computer Science 2015-01-20 Sara Ceschia , Nguyen Thi Thanh Dang , Patrick De Causmaecker , Stefaan Haspeslagh , Andrea Schaerf

Recent computer simulations of the competition between thousands of languages are reviewed, and some new results on language families and language similarities are presented.

Physics and Society · Physics 2007-05-23 D. Stauffer , C. Schulze , S. Wichmann

Many interesting problems in the Internet industry can be framed as a two-sided marketplace problem. Examples include search applications and recommender systems showing people, jobs, movies, products, restaurants, etc. Incorporating…

Artificial Intelligence · Computer Science 2020-06-24 Kinjal Basu , Cyrus DiCiccio , Heloise Logan , Noureddine El Karoui