Georgios Chalkiadakis

Orcid: 0000-0002-0716-2972

According to our database1, Georgios Chalkiadakis authored at least 98 papers between 2003 and 2024.

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Bibliography

2024
A comprehensive analysis of agent factorization and learning algorithms in multiagent systems.
Auton. Agents Multi Agent Syst., December, 2024

Visit planner: A personalized mobile trip design application based on a hybrid recommendation model.
Comput. Sci. Inf. Syst., 2024

FairPlay: A Multi-Sided Fair Dynamic Pricing Policy for Hotels.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Novel Hybrid Recommender System for the Tourism Domain.
Algorithms, April, 2023

Engineering IoT-Based Open MAS for Large-Scale V2G/G2V.
Syst., March, 2023

Deep Reinforcement Learning Reward Function Design for Autonomous Driving in Lane-Free Traffic.
Syst., March, 2023

Novel Meta-Learning Techniques for the Multiclass Image Classification Problem.
Sensors, 2023

A Novel Multiagent Flexibility Aggregation Framework.
CoRR, 2023

Deep Reinforcement Learning with Implicit Imitation for Lane-Free Autonomous Driving.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

A Novel Aggregation Framework for the Efficient Integration of Distributed Energy Resources in the Smart Grid.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Identifying sunlit leaves using Convolutional Neural Networks: An expert system for measuring the crop water stress index of pistachio trees.
Expert Syst. Appl., December, 2022

Efficient Coalition Structure Generation via Approximately Equivalent Induced Subgraph Games.
IEEE Trans. Cybern., 2022

iPlugie: Intelligent electric vehicle charging in buildings with grid-connected intermittent energy resources.
Simul. Model. Pract. Theory, 2022

Extending SUMO for Lane-Free Microscopic Simulation of Connected and Automated Vehicles.
Proceedings of the SUMO User Conference 2022, Virtual Event, May 9-11, 2022, 2022

Content-based Recommendations Using Similarity Distance Measures with Application in the Tourism Domain.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Coalitions of UAVs for Victims Localization in Post-Avalanche Events using Advanced Image Processing Techniques.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

AI and Social Anthropology for Large-Scale Vehicle-to-Grid Schemes.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent Coordination.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Multiwinner Election Mechanisms for Diverse Personalized Bayesian Recommendations for the Tourism Domain.
Proceedings of the Workshop on Recommenders in Tourism (RecTour 2022) co-located with the 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

Preference Aggregation Mechanisms for a Tourism-Oriented Bayesian Recommender.
Proceedings of the PRIMA 2022: Principles and Practice of Multi-Agent Systems, 2022

Deep RL Reward Function Design for Lane-Free Autonomous Driving.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

An Open MAS/IoT-Based Architecture for Large-Scale V2G/G2V.
Proceedings of the Advances in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection, 2022

ε -MC Nets: A Compact Representation Scheme for Large Cooperative Game Settings.
Proceedings of the Knowledge Science, Engineering and Management, 2022

Max-Sum with Quadtrees for Decentralized Coordination in Continuous Domains.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Collaborative Decision Making for Lane-Free Autonomous Driving in the Presence of Uncertainty.
Proceedings of the Multi-Agent Systems - 19th European Conference, 2022

A realistic dataset generator for smart grid ecosystems with electric vehicles.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

Max-sum with Quadtrees for Continuous DCOPs with Application to Lane-Free Autonomous Driving.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021
Advances in Multi-agent Systems Research: EUMAS 2020 Extended Selected Papers.
SN Comput. Sci., 2021

Lane- Free Microscopic Simulation for Connected and Automated Vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

A Novel One-vs-Rest Classification Framework for Mutually Supported Decisions by Independent Parallel Classifiers.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Dual-Branch CNN for the Identification of Recyclable Materials.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2021

Aiming for Half Gets You to the Top: Winning PowerTAC 2020.
Proceedings of the Multi-Agent Systems - 18th European Conference, 2021

Collaborative Multiagent Decision Making for Lane-Free Autonomous Driving.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

A Succinct Representation Scheme for Cooperative Games under Uncertainty.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Optimising Long-Term Outcomes using Real-World Fluent Objectives: An Application to Football.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020
An Agent-Based Model for Simulating Inter-Settlement Trade in Past Societies.
J. Artif. Soc. Soc. Simul., 2020

Monte Carlo Tree Search for the Game of Diplomacy.
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

Hedonic Utility Games.
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

CLFD: A Novel Vectorization Technique and Its Application in Fake News Detection.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Bayesian Active Malware Analysis.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Optimising Game Tactics for Football.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Cooperative games with overlapping coalitions: Charting the tractability frontier.
Artif. Intell., 2019

AncientS-ABM: A Novel Tool for Simulating Ancient Societies.
Proceedings of the Advances in Practical Applications of Survivable Agents and Multi-Agent Systems: The PAAMS Collection, 2019

Extracting Hidden Preferences over Partitions in Hedonic Cooperative Games.
Proceedings of the Knowledge Science, Engineering and Management, 2019

Influence of State-Variable Constraints on Partially Observable Monte Carlo Planning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

An Open MAS Services Architecture for the V2G/G2V Problem.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
AI in Greece: The Case of Research on Linked Geospa al Data.
AI Mag., 2018

Multiagent Reinforcement Learning Methods to Resolve Demand Capacity Balance Problems.
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

Deep Reinforcement Learning in Strategic Board Game Environments.
Proceedings of the Multi-Agent Systems - 16th European Conference, 2018

Markov Chain Monte Carlo for Effective Personalized Recommendations.
Proceedings of the Multi-Agent Systems - 16th European Conference, 2018

Learning Hedonic Games via Probabilistic Topic Modeling.
Proceedings of the Multi-Agent Systems - 16th European Conference, 2018

Overlapping Coalition Formation via Probabilistic Topic Modeling.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017
Mechanism Design for Demand-Side Management.
IEEE Intell. Syst., 2017

A cooperative game-theoretic approach to the social ridesharing problem.
Artif. Intell., 2017

Learning Policies for Resolving Demand-Capacity Imbalances During Pre-tactical Air Traffic Management.
Proceedings of the Multiagent System Technologies - 15th German Conference, 2017

Probability Bounds for Overlapping Coalition Formation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Evolutionary game-theoretic modeling of past societies' social organization.
Proceedings of the Fourteenth European Conference Artificial Life, 2017

2016
Weighted Voting Games.
Proceedings of the Handbook of Computational Social Choice, 2016

Characteristic function games with restricted agent interactions: Core-stability and coalition structures.
Artif. Intell., 2016

Agent-based modeling of ancient societies and their organization structure.
Auton. Agents Multi Agent Syst., 2016

Optimal Prosumer Decision-Making Using Factored MDPs.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Probabilistic Topic Modeling, Reinforcement Learning, and Crowdsourcing for Personalized Recommendations.
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2016

Efficient Multi-criteria Coalition Formation Using Hypergraphs (with Application to the V2G Problem).
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2016

Employing Hypergraphs for Efficient Coalition Formation with Application to the V2G Problem.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Evolutionary Agent-Based Modeling of Past Societies' Organization Structure.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Decentralized Large-Scale Electricity Consumption Shifting by Prosumer Cooperatives.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Recommending Fair Payments for Large-Scale Social Ridesharing.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Factored MDPs for Optimal Prosumer Decision-Making in Continuous State Spaces.
Proceedings of the Multi-Agent Systems and Agreement Technologies, 2015

Factored MDPS for Optimal Prosumer Decision-Making.
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Towards Optimal Solar Tracking: A Dynamic Programming Approach.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Stochastic Filtering Methods for Predicting Agent Performance in the Smart Grid.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Utilizing agent-based modeling to gain new insights into the ancient minoan civilization.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
You are what you consume: a bayesian method for personalized recommendations.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Agent Cooperatives for Effective Power Consumption Shifting.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Cooperative Game Theory: Basic Concepts and Computational Challenges.
IEEE Intell. Syst., 2012

Sequentially optimal repeated coalition formation under uncertainty.
Auton. Agents Multi Agent Syst., 2012

Predicting the Power Output of Distributed Renewable Energy Resources within a Broad Geographical Region.
Proceedings of the ECAI 2012, 2012

Cooperatives for Demand Side Management.
Proceedings of the ECAI 2012, 2012

Overlapping coalition formation games: charting the tractability frontier.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Decentralized Bayesian reinforcement learning for online agent collaboration.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Coalitional stability in structured environments.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

Cooperative Virtual Power Plant Formation Using Scoring Rules.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Competing with Humans at Fantasy Football: Team Formation in Large Partially-Observable Domains.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Computational Aspects of Cooperative Game Theory
Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01558-8, 2011

Cooperatives of distributed energy resources for efficient virtual power plants.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
Cooperative Games with Overlapping Coalitions.
J. Artif. Intell. Res., 2010

2009
Stability of overlapping coalitions.
SIGecom Exch., 2009

Simple Coalitional Games with Beliefs.
Proceedings of the IJCAI 2009, 2009

The price of democracy in coalition formation.
Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008
Overlapping Coalition Formation.
Proceedings of the Internet and Network Economics, 4th International Workshop, 2008

Coalition Structures in Weighted Voting Games.
Proceedings of the ECAI 2008, 2008

Sequential decision making with untrustworthy service providers.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

Sequential decision making in repeated coalition formation under uncertainty.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007
A Bayesian approach to multiagent reinforcement learning and coalition formation under uncertainty.
PhD thesis, 2007

Coalitional Bargaining with Agent Type Uncertainty.
Proceedings of the IJCAI 2007, 2007

Coalition formation under uncertainty: bargaining equilibria and the Bayesian core stability concept.
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

2004
Bayesian Reinforcement Learning for Coalition Formation under Uncertainty.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
Coordination in multiagent reinforcement learning: a Bayesian approach.
Proceedings of the Second International Joint Conference on Autonomous Agents & Multiagent Systems, 2003


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