| 2003 | A Framework for Planning in Continuous-time Stochastic Domains. Håkan L. S. Younes, David J. Musliner, Reid G. Simmons |
| 2003 | A Framework for Planning with Extended Goals under Partial Observability. Piergiorgio Bertoli, Alessandro Cimatti, Marco Pistore, Paolo Traverso |
| 2003 | A Mixed-initiative Framework for Robust Plan Sketching. Karen L. Myers, Peter Jarvis, Mabry Tyson, Michael Wolverton |
| 2003 | A Multi-Agent System-driven AI Planning Approach to Biological Pathway Discovery. Salim Khan, William Gillis, Carl J. Schmidt, Keith Decker |
| 2003 | A Multi-Heuristic GA for Schedule Repair in Precast Plant Production. Weng Tat Chan, Tan Heng Wee |
| 2003 | Automated Planning and Scheduling using Calculus of Variations in Discrete Space. Yixin Chen, Benjamin W. Wah |
| 2003 | Branching Matters: Alternative Branching in Graphplan. Jörg Hoffmann, Hector Geffner |
| 2003 | Conformant Probabilistic Planning via CSPs. Nathanael Hyafil, Fahiem Bacchus |
| 2003 | Decision-Theoretic Group Elevator Scheduling. Daniel Nikovski, Matthew Brand |
| 2003 | Economically Augmented Job Shop Scheduling. Wolfram Conen |
| 2003 | Exploiting a Graphplan Framework in Temporal Planning. Derek Long, Maria Fox |
| 2003 | Expressive Equivalence of Formalisms for Planning with Sensing. Jussi Rintanen |
| 2003 | GIPO II: HTN Planning in a Tool-supported Knowledge Engineering Environment. Thomas Leo McCluskey, Donghong Liu, Ron M. Simpson |
| 2003 | GPT Meets PSR. Blai Bonet, Sylvie Thiébaux |
| 2003 | Guided Symbolic Universal Planning. Rune Møller Jensen, Manuela M. Veloso, Randal E. Bryant |
| 2003 | Improving Temporal Flexibility of Position Constrained Metric Temporal Plans. Minh Binh Do, Subbarao Kambhampati |
| 2003 | Labeled RTDP: Improving the Convergence of Real-Time Dynamic Programming. Blai Bonet, Hector Geffner |
| 2003 | Learning Rules for Adaptive Planning. Dimitris Vrakas, Grigorios Tsoumakas, Nick Bassiliades, Ioannis P. Vlahavas |
| 2003 | Local Search Techniques for Temporal Planning in LPG. Alfonso Gerevini, Ivan Serina, Alessandro Saetti, Sergio Spinoni |
| 2003 | Localizing Planning with Functional Process Models. J. William Murdock, Ashok K. Goel |
| 2003 | Optimal Rectangle Packing: Initial Results. Richard E. Korf |
| 2003 | Planning for Marketing Campaigns. Qiang Yang, Hong Cheng |
| 2003 | Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS 2003), June 9-13, 2003, Trento, Italy Enrico Giunchiglia, Nicola Muscettola, Dana S. Nau |
| 2003 | Quality and Utility - Towards a Generalization of Deadline and Anytime Scheduling. Thomas Schwarzfischer |
| 2003 | Reasoning about Autonomous Processes in an Estimated-Regression Planner. Drew V. McDermott |
| 2003 | Recommendation as a Stochastic Sequential Decision Problem. Ronen I. Brafman, David Heckerman, Guy Shani |
| 2003 | SOFIA's Choice: Scheduling Observations for an Airborne Observatory. Jeremy Frank, Elif Kürklü |
| 2003 | Symmetry Reduction for SAT Representations of Transition Systems. Jussi Rintanen |
| 2003 | Synthesis of Hierarchical Finite-State Controllers for POMDPs. Eric A. Hansen, Rong Zhou |
| 2003 | The Role of Planning in Grid Computing. Jim Blythe, Ewa Deelman, Yolanda Gil, Carl Kesselman, Amit Agarwal, Gaurang Mehta, Karan Vahi |
| 2003 | Vehicle Routing and Job Shop Scheduling: What's the Difference? J. Christopher Beck, Patrick Prosser, Evgeny Selensky |