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16th ICAART 2024: Rome, Italy - Volume 1
- Ana Paula Rocha, Luc Steels, H. Jaap van den Herik:
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Volume 1, Rome, Italy, February 24-26, 2024. SCITEPRESS 2024, ISBN 978-989-758-680-4
Invited Speakers
- Antonio Chella:
Is Artificial Consciousness the Missing Ingredient for Ethical AI? ICAART 2024: 5 - Luis Fernando D'Haro-Enríquez:
Understanding and Improving the Next Generation of Conversational Systems: Trends, Challenges and Future. ICAART 2024: 7 - Pavan Duggal:
The Major Challenges for Cyber Security and AI. ICAART 2024: 9
Agents
- Rustam Zayanov, Francisco S. Melo, Manuel Lopes:
Interactively Teaching an Inverse Reinforcement Learner with Limited Feedback. 15-24 - Frantisek Vidensky, Frantisek Zboril, Jan Beran, Radek Kocí, Frantisek Vítezslav Zboril:
Comparing Variable Handling Strategies in BDI Agents: Experimental Study. 25-36 - Ali Nikhalat Jahromi, Ali Mohammad Saghiri, Mohammad Reza Meybodi:
Q-Defense: When Q-Learning Comes to Help Proof-of-Work Against the Selfish Mining Attack. 37-46 - Tomás Kolárik, Stefan Ratschan, Pavel Surynek:
Multi-Agent Path Finding with Continuous Time Using SAT Modulo Linear Real Arithmetic. 47-58 - Michael Kölle, Yannick Erpelding, Fabian Ritz, Thomy Phan, Steffen Illium, Claudia Linnhoff-Popien:
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms. 59-70 - Michael Kölle, Felix Topp, Thomy Phan, Philipp Altmann, Jonas Nüßlein, Claudia Linnhoff-Popien:
Multi-Agent Quantum Reinforcement Learning Using Evolutionary Optimization. 71-82 - Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien:
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis. 83-94 - Jakub Mestek, Roman Barták:
Multi-Agent Path Finding: Policies Instead of Plans. 95-104 - Akira Tsurushima:
Integrated Simulation Approach for Dynamic Distributed Evacuation Guidance Under Fire Spread and Rare but Catastrophic Events. 105-116 - Sathish Purushothaman, Michael Granitzer, Florian Lemmerich, Jelena Mitrovic:
A Framework for Studying Communication Pathways in Machine Learning-Based Agent-to-Agent Communication. 117-126 - Arwa Bokhari:
Exploring the Impact of Competing Narratives on Financial Markets I: An Opinionated Trader Agent-Based Model as a Practical Testbed. 127-137 - Arwa Bokhari:
Exploring the Impact of Competing Narratives on Financial Markets II: An Opinionated Trader Agent-Based Model with Dynamic Feedback. 138-148 - Wojciech Jamroga, Yan Kim, Damian Kurpiewski:
Scalable Verification of Social Explainable AI by Variable Abstraction. 149-158 - Chawin Terawong, Dave Cliff:
XGBoost Learning of Dynamic Wager Placement for In-Play Betting on an Agent-Based Model of a Sports Betting Exchange. 159-171 - Akihiro Takahara, Tomoko Sakiyama:
Twisted Strategy Bolsters Minority Cooperator Populations. 175-178 - Akira Tsurushima:
Simulation Analysis of Evacuation Guidance Using Dynamic Distributed Signage. 179-188 - Mohamed Sabry, Amr Farag, Bassem Magued, Ahmed Mazhr, Amr El Mougy, Slim Abdennadher:
AutoNav in C-L-U-E: A Baseline Autonomous Software Stack for Autonomous Navigation in Closed Low-Speed Unstructured Environments. 189-197 - Tetsuya Matsui, Seiji Yamada:
Effects of Virtual-Teacher Appearance and Student Gender on Lesson Effectiveness in Teaching About Social Issues. 198-204 - Takahiro Obata, Setsuya Kurahashi:
Parameter Estimation of Macroeconomic Agent-Based Models Using Evolutionary Computation. 205-212 - Pieter Beerten, Charles Hamesse, Rob Haelterman:
Multi-Agent Monocular SLAM. 213-220 - Michal Bortkiewicz, Jakub Lyskawa, Pawel Wawrzynski, Mateusz Ostaszewski, Artur Grudkowski, Bartlomiej Sobieski, Tomasz Trzcinski:
Subgoal Reachability in Goal Conditioned Hierarchical Reinforcement Learning. 221-230 - Ryoga Miyajima, Katsuhide Fujita:
Deep Reinforcement Learning Framework with Representation Learning for Concurrent Negotiation. 231-239 - Pascal Francois Faye, Jeanne Ana Awa Faye, Mariane Senghor:
Decentralized Intelligence for Smart Agriculture. 240-247 - Nirali Sanghvi, Rajdeep Niyogi, Alfredo Milani:
Sweeping-Based Multi-Robot Exploration in an Unknown Environment Using Webots. 248-255 - Hiroyasu Yoshino, Katsuhide Fujita:
Clustering-Based Approach to Strategy Selection for Meta-Strategy in Automated Negotiation. 256-263 - Roland Kaminski, Torsten Schaub, Klaus Strauch, Jirí Svancara:
Improving the Sum-of-Cost Methods for Reduction-Based Multi-Agent Pathfinding Solvers. 264-271 - Karim Wahdan, Nourhan Ehab, Yasmin Mansy, Amr El Mougy:
Dynamic Path Planning for Autonomous Vehicles Using Adaptive Reinforcement Learning. 272-279 - Patrick Liston, Charles Gretton, Artem Lensky:
The Role of Stop-Loss Orders in Market Efficiency and Stability: An Agent-Based Study. 280-288 - Timothy Darrah, Jeremy Frank, Marcos Quiñones-Grueiro, Gautam Biswas:
An On-Board Off-Board Framework for Online Replanning: Applied to UAVs in Urban Environments. ICAART (1) 2024: 289-296 - Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien:
Quantum Advantage Actor-Critic for Reinforcement Learning. 297-304 - Robert Müller, Hasan Turalic, Thomy Phan, Michael Kölle, Jonas Nüßlein, Claudia Linnhoff-Popien:
ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. 305-312 - Volkan Ustun, Ronit Jorvekar, Nikolos Gurney, David V. Pynadath, Yunzhe Wang:
Assessing Routing Decisions of Search and Rescue Teams in Service of an Artificial Social Intelligence Agent. 313-320 - Yuki Miyashita, Toshiharu Sugawara:
Scheduling and Negotiation Method for Double Synchronized Multi-Agent Pickup and Delivery Problem. 321-332 - Yang Song, Ken Satoh:
A Three-Valued Semantics for Negotiated Situation of Multi-Agent System Based on BATNA and WATNA. 333-340 - Toshihiro Matsui:
Investigation of Heuristics for PIBT Solving Continuous MAPF Problem in Narrow Warehouse. 341-350 - Mykola Zhyhallo, Bozena Wozna-Szczesniak:
Better Spacial Hashing with Linear Memory Usage and Parallelism. 351-358 - Afef Cherni, Roxane Bertrand, Magalie Ochs:
Be Persuasive! Automatic Transformation of Virtual Agent's Head and Facial Behavior. 359-366 - Avgi Kollakidou, Leon Bodenhagen:
Adapted Conflict Detection for Conflict Based Search. 367-373 - Sara Moukir, Miwako Tsuji, Nahid Emad, Mitsuhisa Sato, Stéphane Baudelocq:
Advancements in Traffic Simulations with multiMATSim's Distributed Framework. 374-385 - Stephanie C. Rodermund, Annegret Janzso, Ye Eun Bae, Anna Kravets, Alexander Schewerda, Jan Ole Berndt, Ingo J. Timm:
Driving Towards a Sustainable Future: A Multi-Layered Agent-Based Digital Twin Approach for Rural Areas. 386-395 - Debmalya Biswas:
Constraints Enabled Autonomous Agent Marketplace: Discovery and Matchmaking. 396-403 - Florence Dupin de Saint-Cyr, Nicolas Pépin, Julien Vianey, Nassim Mokhtari, Philippe Morignot, Anne-Gwenn Bosser, Liana Ermakova:
DriveToGæther: A Turnkey Collaborative Robotic Event Platform. 404-411 - Sayed Erfan Arefin, Tasnia Ashrafi Heya, Hasan Al-Qudah, Ynes Ineza, Abdul Serwadda:
Unmasking the Giant: A Comprehensive Evaluation of ChatGPT's Proficiency in Coding Algorithms and Data Structures. 412-419 - Ameni Aloui, Hela Hachicha, Ezzeddine Zagrouba:
Multi-Agent Based Framework for Cooperative Traffic Management in C-ITS System. 420-427 - Toshihiro Matsui:
An Investigation of Distributed Constraint Optimization with Non-Responding Agents Toward Real-Time Solution Method on Practical Messaging Platforms. 428-437 - Polyana Bezerra da Costa, Pedro Thiago Cutrim dos Santos, José Matheus Carvalho Boaro, Daniel de Sousa Moraes, Julio Cesar Duarte, Sérgio Colcher:
Experimenting with Planning and Reasoning in Ad Hoc Teamwork Environments with Large Language Models. 438-445
Special Session on Emotions and Affective Agents
- Heitor Henrique da Silva, Michele Rocha, Guilherme Trajano, Analúcia Schiaffino Morales, Stefan Sarkadi, Alison R. Panisson:
Distributed Theory of Mind in Multi-Agent Systems. 451-460 - Aarón López-García:
A Proposal for Selecting the Most Value-Aligned Preferences in Decision-Making Using Agreement Solutions. 461-470 - Joaquín Taverner, Carmengelys Cordova, Elena del Val, Soledad Valero, Estefania Argente:
Exploring the Relationship Between Emotions and Norms in Decision-Making Processes of Intelligent Agents. 471-479 - Yassamine Lala Bouali, Olfa Ben Ahmed, Smaine Mazouzi, Abbas Bradai:
Towards Efficient Driver Distraction Detection with DARTS-Optimized Lightweight Models. 480-488 - Aaron Pico, Emilio Vivancos, Ana García-Fornes, Vicent J. Botti:
Exploring Text-Generating Large Language Models (LLMs) for Emotion Recognition in Affective Intelligent Agents. 491-498 - Milena Seibert Fernandes, Roberto Rodrigues Filho, Iwens Gervásio Sene Júnior, Stefan Sarkadi, Alison R. Panisson, Analúcia Schiaffino Morales:
An Interpretable Machine Learning Approach for Identifying Occupational Stress in Healthcare Professionals. 499-506
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