Thomas Leo McCluskey

ORCID

Publication Activity (10 Years)

Years Active: 1987-2023
Publications (10 Years): 29

Top Venues

City University London, UK (PHD)

Education History

City University London, UK

PHD

Publications

Francesco Percassi, Saumya Bhatnagar, Rongge Guo, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati
An Efficient Heuristic for AI-based Urban Traffic Control. MT-ITS (2023)
Emmanuel Papadakis, Thomas Leo McCluskey, Hassna Louadah, Gareth Tucker
Ontology-guided Knowledge Graph Construction to Support Scheduling in a Train Maintenance Depot. PLATO@ICAPS (2023)
Saumya Bhatnagar, Sumit Mund, Enrico Scala, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati
On-the-Fly Knowledge Acquisition for Automated Planning Applications: Challenges and Lessons Learnt. ICAART (2) (2022)
Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter
On the Importance of Domain Model Configuration for Automated Planning Engines. J. Autom. Reason. 65 (6) (2021)
Mauro Vallati, Thomas Leo McCluskey
A Quality Framework for Automated Planning Knowledge Models. ICAART (2) (2021)
Mauro Vallati, Thomas Leo McCluskey
In Defence of Design Patterns for AI Planning Knowledge Models (short paper). IPS-RCRA@AI*IA (2020)
Alan Lindsay, Santiago Franco, Rubiya Reba, Thomas Leo McCluskey
Refining Process Descriptions from Execution Data in Hybrid Planning Domain Models. ICAPS (2020)
Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey, Frank Hutter
On the Importance of Domain Model Configuration for Automated Planning Engines. CoRR (2020)
Mauro Vallati, Thomas Leo McCluskey
In Defence of Design Patterns for AI Planning Knowledge Models. AI*IA (2020)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey
Inner entanglements: Narrowing the search in classical planning by problem reformulation. Comput. Intell. 35 (2) (2019)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey
Outer entanglements: a general heuristic technique for improving the efficiency of planning algorithms. J. Exp. Theor. Artif. Intell. 30 (6) (2018)
Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey
What you always wanted to know about the deterministic part of the International Planning Competition (IPC) 2014 (but were too afraid to ask). Knowl. Eng. Rev. 33 (2018)
Thomas Leo McCluskey, Tiago Stegun Vaquero, Mauro Vallati
Engineering Knowledge for Automated Planning: Towards a Notion of Quality. K-CAP (2017)
Thomas Leo McCluskey, Mauro Vallati, Santiago Franco
Automated Planning for Urban Traffic Management. IJCAI (2017)
Falilat Jimoh, Simon Parkinson, Thomas Leo McCluskey
A Hybrid Approach to Process Planning: The Urban Traffic Controller Example. J. Comput. Sci. 13 (8) (2017)
Mauro Vallati, Lukás Chrpa, Thomas Leo McCluskey
Improving a Planner's Performance through Online Heuristic Configuration of Domain Models. SOCS (2017)
Lukás Chrpa, Thomas Leo McCluskey, Mauro Vallati, Tiago Vaquero
The Fifth International Competition on Knowledge Engineering for Planning and Scheduling: Summary and Trends. AI Mag. 38 (1) (2017)
Thomas Leo McCluskey, Mauro Vallati
Embedding Automated Planning within Urban Traffic Management Operations. ICAPS (2017)
Mauro Vallati, Daniele Magazzeni, Bart De Schutter, Lukás Chrpa, Thomas Leo McCluskey
Efficient Macroscopic Urban Traffic Models for Reducing Congestion: A PDDL+ Planning Approach. AAAI (2016)
Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne
On the completeness of replacing primitive actions with macro-actions and its generalization to planning operators and macro-operators. AI Commun. 29 (1) (2016)
Lukás Chrpa, Daniele Magazzeni, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati
Automated planning for Urban traffic control: Strategic vehicle routing to respect air quality limitations. Intelligenza Artificiale 10 (2) (2016)
Falilat Jimoh, Thomas Leo McCluskey
Towards The Integration of Model Predictive Control into an AI Planning Framework. PlanSIG (2016)
Thomas Leo McCluskey, Mauro Vallati
The SimplyfAI Project: Using AI Planning in Urban Traffic Management or If at First the Representation Does not Work, Try, Try and Try and Again. PlanSIG (2016)
Lukás Chrpa, Daniele Magazzeni, Keith McCabe, Thomas Leo McCluskey, Mauro Vallati
Automated Planning for Urban Traffic Control: Strategic Vehicle Routing to Respect Air Quality Limitations. IPS@AI*IA (2015)
Mauro Vallati, Frank Hutter, Lukás Chrpa, Thomas Leo McCluskey
On the Effective Configuration of Planning Domain Models. IJCAI (2015)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey
On the Online Generation of Effective Macro-Operators. IJCAI (2015)
Raquel Fuentetaja, Lukás Chrpa, Thomas Leo McCluskey, Mauro Vallati
Exploring the Synergy between Two Modular Learning Techniques for Automated Planning. SOCS (2015)
Vassiliki Somaraki, Mauro Vallati, Thomas Leo McCluskey
Discovering Interesting Trends in Real Medical Data: A Study in Diabetic Retinopathy. EPIA (2015)
Mauro Vallati, Lukás Chrpa, Marek Grzes, Thomas Leo McCluskey, Mark Roberts, Scott Sanner
The 2014 International Planning Competition: Progress and Trends. AI Mag. 36 (3) (2015)
Joanna Isabelle Olszewska, Ron M. Simpson, Thomas Leo McCluskey
Dynamic OWL Ontology Design Using UML and BPMN. KEOD (2014)
Gerhard Wickler, Lukás Chrpa, Thomas Leo McCluskey
KEWI - A Knowledge Engineering Tool for Modelling AI Planning Tasks. KEOD (2014)
Gerhard Wickler, Lukás Chrpa, Thomas Leo McCluskey
Ontological Support for Modelling Planning Knowledge. IC3K (Selected Papers) (2014)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey
MUM: A Technique for Maximising the Utility of Macro-operators by Constrained Generation and Use. ICAPS (2014)
Roman Barták, Simone Fratini, Thomas Leo McCluskey
Preface to special issue on Knowledge Engineering for Planning and Scheduling. Knowl. Eng. Rev. 28 (2) (2013)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey
Determining Linearity of Optimal Plans by Operator Schema Analysis. SARA (2013)
Stephen Cresswell, Thomas Leo McCluskey, Margaret Mary West
. Knowl. Eng. Rev. 28 (2) (2013)
Lukás Chrpa, Mauro Vallati, Thomas Leo McCluskey, Diane E. Kitchin
Generating Macro-Operators by Exploiting Inner Entanglements. SARA (2013)
Mohammad Munshi Shahin Shah, Lukás Chrpa, Diane E. Kitchin, Thomas Leo McCluskey, Mauro Vallati
Exploring Knowledge Engineering Strategies in Designing and Modelling a Road Traffic Accident Management Domain. IJCAI (2013)
Falilat Jimoh, Lukás Chrpa, Thomas Leo McCluskey, Shahin Shah
Towards application of automated planning in urban traffic control. ITSC (2013)
Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne
Optimizing Plans through Analysis of Action Dependencies and Independencies. ICAPS (2012)
Lukás Chrpa, Thomas Leo McCluskey
On Exploiting Structures of Classical Planning Problems: Generalizing Entanglements. ECAI (2012)
Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne
Reformulating Planning Problems: A Theoretical Point of View. FLAIRS Conference (2012)
Shahin Shah, Lukás Chrpa, Peter Gregory, Thomas Leo McCluskey, Falilat Jimoh
OCL Plus: Processes and Events in Object-Centred Planning. STAIRS (2012)
Lukás Chrpa, Thomas Leo McCluskey, Hugh Osborne
Determining Redundant Actions in Sequential Plans. ICTAI (2012)
Munir Naveed, Andrew Crampton, Diane E. Kitchin, Thomas Leo McCluskey
Real-Time Path Planning using a Simulation-Based Markov Decision Process. SGAI Conf. (2011)
Thomas Leo McCluskey, Stephen Cresswell, N. Elisabeth Richardson, Margaret Mary West
Automated Acquisition of Action Knowledge. ICAART (2009)
Thomas Leo McCluskey, Stephen Cresswell, N. Elisabeth Richardson, Margaret Mary West
Action Knowledge Acquisition with Opmaker2. ICAART (Revised Selected Papers) (2009)
Stephen Cresswell, Thomas Leo McCluskey, Margaret Mary West
Acquisition of Object-Centred Domain Models from Planning Examples. ICAPS (2009)
Ron M. Simpson, Diane E. Kitchin, Thomas Leo McCluskey
Planning domain definition using GIPO. Knowl. Eng. Rev. 22 (2) (2007)
Thomas Leo McCluskey, Ron M. Simpson
Knowledge Formulation for AI Planning. EKAW (2004)
Thomas Leo McCluskey, Donghong Liu, Ron M. Simpson
GIPO II: HTN Planning in a Tool-supported Knowledge Engineering Environment. ICAPS (2003)
Ron M. Simpson, Thomas Leo McCluskey
A Tool Supported Structured Method for Planning Domain Acquisition. ISMIS (2002)
Thomas Leo McCluskey, N. Elisabeth Richardson, Ron M. Simpson
An Interactive Method for Inducing Operator Descriptions. AIPS (2002)
Thomas Leo McCluskey, Margaret Mary West
The Automated Refinement of a Requirements Domain Theory. Autom. Softw. Eng. 8 (2) (2001)
Margaret Mary West, Thomas Leo McCluskey
The Application of Machine Learning Tools to the Validation of an Air Traffic Control Domain Theory. Int. J. Artif. Intell. Tools 10 (4) (2001)
Margaret Mary West, Thomas Leo McCluskey
The application of a machine learning tool to the validation of an air traffic control domain theory. ICTAI (2000)
Thomas Leo McCluskey
Object Transition Sequences: A New Form of Abstraction for HTN Planners. AIPS (2000)
Ron M. Simpson, Thomas Leo McCluskey, Donghong Liu, Diane E. Kitchin
Translation. ISMIS (2000)
Ron M. Simpson, Thomas Leo McCluskey, Donghong Liu
OCL-Graph: Exploiting Object Structure in a Plan Graph Algorithm. PuK (2000)
Thomas Leo McCluskey, Margaret Mary West
Towards the Automated Debugging and Maintenance of Logic-based Requirements Models. ASE (1998)
Thomas Leo McCluskey, Margaret Mary West
A Case Study in the Use of Theory Revision in Requirements Validation. ICML (1998)
Thomas Leo McCluskey, Diane E. Kitchin
A tool-supported approach to engineering HTN planning models. ICTAI (1998)
Thomas Leo McCluskey, J. M. Porteous
Engineering and Compiling Planning Domain Models to Promote Validity and Efficiency. Artif. Intell. 95 (1) (1997)
Thomas Leo McCluskey, Diane E. Kitchin, J. M. Porteous
Object-Centered Planning: Lifting Classical Planning from the Literal Level to the Object Level. ICTAI (1996)
Thomas Leo McCluskey, J. M. Porteous, Y. Naik, C. N. Taylor, Sara Jones
A Requirements Capture Method and its use in an Air Traffic Control Application. Softw. Pract. Exp. 25 (1) (1995)
Thomas Leo McCluskey, J. M. Porteous
Learning Heuristics for Ordering Plan Goals through Static Operator Analysis. ISMIS (1994)
A. Goker, Thomas Leo McCluskey
Towards an Adaptive Information Retrieval System. ISMIS (1991)
A. Goker, Thomas Leo McCluskey
Incremental Learning in a Probalistic Information Retrieval System. ML (1991)
Thomas Leo McCluskey
Deriving a Correct Logic Program from the Formal Specification of a Non-Linear Planner. ISMIS (1988)
Thomas Leo McCluskey
Combining Weak Learning Heuristics in General Problem Solvers. IJCAI (1987)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Leo McCluskey