Valentin Robu

Orcid: 0000-0002-9280-2072

According to our database1, Valentin Robu authored at least 95 papers between 2004 and 2024.

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Bibliography

2024
Technological Innovation in the Media Sector: Understanding Current Practices and Unraveling Opportunities.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023
Modelling the Formation of Peer-to-Peer Trading Coalitions and Prosumer Participation Incentives in Transactive Energy Communities.
CoRR, 2023

Bayesian Learning for the Robust Verification of Autonomous Robots.
CoRR, 2023

Efficient Methods for Approximating the Shapley Value for Asset Sharing in Energy Communities.
CoRR, 2023

2022
Millimeter-wave Foresight Sensing for Safety and Resilience in Autonomous Operations.
CoRR, 2022

Prognostics for Electromagnetic Relays Using Deep Learning.
IEEE Access, 2022

Efficient methods for approximating the shapley value for asset sharing in energy communities.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021
Reliability and Safety of Autonomous Systems Based on Semantic Modelling for Self-Certification.
Robotics, 2021

Machine learning pipeline for battery state-of-health estimation.
Nat. Mach. Intell., 2021

Enabling Smart Control and Fair Sharing of Renewable Resources in Energy Communities.
ERCIM News, 2021

A Review: Challenges and Opportunities for Artificial Intelligence and Robotics in the Offshore Wind Sector.
CoRR, 2021

Symbiotic System Design for Safe and Resilient Autonomous Robotics in Offshore Wind Farms.
CoRR, 2021

A Machine Learning Degradation Model for Electrochemical Capacitors Operated at High Temperature.
IEEE Access, 2021

Modeling Economic Sharing of Joint Assets in Community Energy Projects Under LV Network Constraints.
IEEE Access, 2021

Symbiotic System of Systems Design for Safe and Resilient Autonomous Robotics in Offshore Wind Farms.
IEEE Access, 2021

Analysis of Strategic Renewable Energy, Grid and Storage Capacity Investments via Stackelberg-Cournot Modelling.
IEEE Access, 2021

BayLIME: Bayesian local interpretable model-agnostic explanations.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Deep Learning Pipeline for State-of-Health Classification of Electromagnetic Relays.
Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Sensing Technologies and Artificial Intelligence for Subsea Power Cable Asset Management.
Proceedings of the International IEEE Conference on Prognostics and Health Management, 2021

2020
Automating the Verification of the Low Voltage Network Cables and Topologies.
IEEE Trans. Smart Grid, 2020

Assessing safety-critical systems from operational testing: A study on autonomous vehicles.
Inf. Softw. Technol., 2020

BayLIME: Bayesian Local Interpretable Model-Agnostic Explanations.
CoRR, 2020

AI-Driven Maintenance Support for Downhole Tools and Electronics Operated in Dynamic Drilling Environments.
IEEE Access, 2020

A Safety Framework for Critical Systems Utilising Deep Neural Networks.
Proceedings of the Computer Safety, Reliability, and Security, 2020

Interval Change-Point Detection for Runtime Probabilistic Model Checking.
Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

Optimal Residential Battery Scheduling with Asset Lifespan Consideration.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Strategic Decision-Making for Power Network Investments with Distributed Renewable Generation.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

2019
Consider ethical and social challenges in smart grid research.
Nat. Mach. Intell., 2019

Game-theoretic modeling of curtailment rules and network investments with distributed generation.
CoRR, 2019

Predicting Damage and Life Expectancy of Subsea Power Cables in Offshore Renewable Energy Applications.
IEEE Access, 2019

Towards Integrating Formal Verification of Autonomous Robots with Battery Prognostics and Health Management.
Proceedings of the Software Engineering and Formal Methods - 17th International Conference, 2019

Assessing the Safety and Reliability of Autonomous Vehicles from Road Testing.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Predicting the Voltage Distribution for Low Voltage Networks using Deep Learning.
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

UAS Operators Safety and Reliability Survey: Emerging Technologies towards the Certification of Autonomous UAS.
Proceedings of the 4th International Conference on System Reliability and Safety, 2019

Probabilistic Model Checking of Robots Deployed in Extreme Environments.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Efficient Buyer Groups With Prediction-of-Use Electricity Tariffs.
IEEE Trans. Smart Grid, 2018

Verifiable Self-Certifying Autonomous Systems.
Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018

Automated Verification of LV Network Topologies.
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

Gibbs Sampling for Game-Theoretic Modeling of Private Network Upgrades with Distributed Generation.
Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

Accurately Forecasting the Health of Energy System Assets.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

The Use of Demand Modelling for Community Energy Analysis.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Failure Analysis Informing Embedded Health Monitoring of Electromagnetic Relays.
Proceedings of the 3rd International Conference on System Reliability and Safety, 2018

2017
Contract Design for Energy Demand Response.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Generalizing Demand Response Through Reward Bidding.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Intention-Aware Routing of Electric Vehicles.
IEEE Trans. Intell. Transp. Syst., 2016

Game-theoretic modeling of curtailment rules and their effect on transmission line investments.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Incentivizing Reliability in Demand-Side Response.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Online Mechanism Design for Vehicle-to-Grid Car Parks.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Using Stackelberg Games to Model Electric Power Grid Investments in Renewable Energy Settings.
Proceedings of the Autonomous Agents and Multiagent Systems - AAMAS 2016 Workshops, - Best Papers, 2016

Game-theoretic Modeling of Transmission Line Reinforcements with Distributed Generation: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2014
An Overview of the Results and Insights from the Third Automated Negotiating Agents Competition (ANAC2012).
Proceedings of the Novel Insights in Agent-based Complex Automated Negotiation, 2014

Efficient Regret Bounds for Online Bid Optimisation in Budget-Limited Sponsored Search Auctions.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Constructing smart portfolios from data driven quantitative investment models.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

Prediction-of-use games: a cooperative game theoryapproach to sustainable energy tariffs.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Online mechanism design for scheduling non-preemptive jobs under uncertain supply and demand.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
IAMhaggler2011: A Gaussian Process Regression Based Negotiation Agent.
Proceedings of the Complex Automated Negotiations: Theories, 2013

An Online Mechanism for Multi-Unit Demand and its Application to Plug-in Hybrid Electric Vehicle Charging.
J. Artif. Intell. Res., 2013

Evaluating practical negotiating agents: Results and analysis of the 2011 international competition.
Artif. Intell., 2013

Intention-aware routing to minimise delays at electric vehicle charging stations: the research related to this demonstration has been published at IJCAI 2013 [1].
Proceedings of the Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, 2013

Intention-Aware Routing to Minimise Delays at Electric Vehicle Charging Stations.
Proceedings of the IJCAI 2013, 2013

Efficient Interdependent Value Combinatorial Auctions with Single Minded Bidders.
Proceedings of the IJCAI 2013, 2013

Redistribution in online mechanisms.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Two-sided online markets for electric vehicle charging.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
IAMhaggler: A Negotiation Agent for Complex Environments.
Proceedings of the New Trends in Agent-Based Complex Automated Negotiations, 2012

Using Priced Options to Solve the Exposure Problem in Sequential Auctions.
ACM Trans. Internet Techn., 2012

Negotiating Concurrently with Unknown Opponents in omplex, Real-Time Domains.
Proceedings of the ECAI 2012, 2012

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

A model-based online mechanism with pre-commitment and its application to electric vehicle charging.
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

2011
A multi-agent platform for auction-based allocation of loads in transportation logistics.
Expert Syst. Appl., 2011

Using Gaussian Processes to Optimise Concession in Complex Negotiations against Unknown Opponents.
Proceedings of the IJCAI 2011, 2011

Online mechanism design for electric vehicle charging.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 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

An Online Mechanism for Multi-speed Electric Vehicle Charging.
Proceedings of the Auctions, Market Mechanisms, and Their Applications, 2011

2010
Designing bidding strategies in sequential auctions for risk averse agents.
Multiagent Grid Syst., 2010

Addressing the Exposure Problem of Bidding Agents Using Flexibly Priced Options.
Proceedings of the ECAI 2010, 2010

Flexibly priced options: a new mechanism for sequential auction markets with complementary goods.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010

Flexibly Priced Options: A New Mechanism for Sequential Auctions with Complementary Goods.
Proceedings of the Agent-Mediated Electronic Commerce. Designing Trading Strategies and Mechanisms for Electronic Markets, 2010

2009
Emergence of consensus and shared vocabularies in collaborative tagging systems.
ACM Trans. Web, 2009

The Complex Dynamics of Sponsored Search Markets.
Proceedings of the Agents and Data Mining Interaction, 4th International Workshop, 2009

2008
Can priced options solve the exposure problem in sequential auctions?
SIGecom Exch., 2008

Using Options with Set Exercise Prices to Reduce Bidder Exposure in Sequential Auctions.
Proceedings of the Planning in Multiagent Systems, 09.11. - 14.11.2008, 2008

08391 Group Summary - The Berners-Lee Hypothesis: Power laws and Group Structure in Flickr.
Proceedings of the Social Web Communities, 21.09. - 26.09.2008, 2008

An interactive platform for auction-based allocation of loads in transportation logistics.
Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007
An agent architecture for multi-attribute negotiation using incomplete preference information.
Auton. Agents Multi Agent Syst., 2007

The complex dynamics of collaborative tagging.
Proceedings of the 16th International Conference on World Wide Web, 2007

Designing Bidding Strategies in Sequential Auctions for Risk Averse Agents: A Theoretical and Experimental Investigation.
Proceedings of the Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis, 2007

2006
The Dynamics and Semantics of Collaborative Tagging.
Proceedings of the 1st Semantic Authoring and Annotation Workshop (SAAW2006) located at the 5th International Semantic Web Conference ( ISWC 2006 ) 6th November 2006, 2006

Automating supply chain negotiations using autonomous agents: a case study in transportation logistics.
Proceedings of the 5th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2006), 2006

2005
Learning the Structure of Utility Graphs Used in Multi-issue Negotiation through Collaborative Filtering - Preliminary Version.
Proceedings of the Multi-Agent Systems for Society, 2005

Modeling Bilateral Negotiations over Multiple, Interdependent Issues Using Utility Graphs.
Proceedings of the BNAIC 2005, 2005

Modeling complex multi-issue negotiations using utility graphs.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

Market-based task allocation and control for distributed logistics.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004
Automated Multi-Attribute Negotiation with Efficient Use of Incomplete Preference Information.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

Simulation and Visualization of a Market-Based Model for Logistics Management in Transportation.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004


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