| 333 | -- | 335 | Muhammad Afzal Upal, Seth Rogers. Learning to Improve Reasoning |
| 336 | -- | 371 | Susan L. Epstein, Eugene C. Freuder, Richard J. Wallace. Learning to Support Constraint Programmers |
| 372 | -- | 387 | Tom Carchrae, J. Christopher Beck. Applying Machine Learning to Low-Knowledge Control of Optimization Algorithms |
| 388 | -- | 413 | Okhtay Ilghami, Dana S. Nau, Héctor Muñoz-Avila, David W. Aha. Learning Preconditions for Planning from Plan Traces and HTN Structure |
| 414 | -- | 439 | Douglas J. Pearson, John E. Laird. Incremental Learning of Procedural Planning Knowledge in Challenging Environments |
| 440 | -- | 461 | Muhammad Afzal Upal. Learning to Improve Plan Quality |
| 462 | -- | 479 | Gheorghe Tecuci, Mihai Boicu, Cristina Boicu, Dorin Marcu, Bogdan Stanescu, Marcel Barbulescu. The Disciple-RKF Learning and Reasoning Agent |
| 480 | -- | 502 | Randolph M. Jones, Pat Langley. A Constrained Architecture for Learning and Problem Solving |