| 2019 | An Improved Meet in the Middle Algorithm for Graphs with Unit Costs. | Edward C. Sewell, John Pavlik, Sheldon H. Jacobson |
| 2019 | Trial-Based Heuristic Tree-Search for Distributed Multi-Agent Planning. | Tim Schulte, Bernhard Nebel |
| 2019 | Generalized Target Assignment and Path Finding Using Answer Set Programming. | Van Nguyen, Philipp Obermeier, Tran Cao Son, Torsten Schaub, William Yeoh |
| 2019 | A-MHA*: Anytime Multi-Heuristic A. | Ramkumar Natarajan, Muhammad Suhail Saleem, Sandip Aine, Maxim Likhachev, Howie Choset |
| 2019 | A Profit Guided Coordination Heuristic for Travelling Thief Problems. | Majid Namazi, M. A. Hakim Newton, Abdul Sattar, Conrad Sanderson |
| 2019 | Multi-Agent Path Finding for Large Agents. | Jiaoyang Li, Pavel Surynek, Ariel Felner, Hang Ma, T. K. Satish Kumar, Sven Koenig |
| 2019 | Symmetry-Breaking Constraints for Grid-Based Multi-Agent Path Finding. | Jiaoyang Li, Daniel Harabor, Peter J. Stuckey, Hang Ma, Sven Koenig |
| 2019 | Improved Heuristics for Multi-Agent Path Finding with Conflict-Based Search: Preliminary Results. | Jiaoyang Li, Eli Boyarski, Ariel Felner, Hang Ma, Sven Koenig |
| 2019 | Error Analysis and Correction for Weighted A*'s Suboptimality. | Robert C. Holte, Rubn Majadas, Alberto Pozanco, Daniel Borrajo |
| 2019 | Brigitte, a Bridge-Based Grid Path-Finder. | Alban Grastien |
| 2019 | Compiling Cost-Optimal Multi-Agent Pathfinding to ASP. | Rodrigo N. Gmez, Carlos Hernndez, Jorge A. Baier |
| 2019 | Novelty Messages Filtering for Multi Agent Privacy-Preserving Plannin. | Alfonso Emilio Gerevini, Nir Lipovetzky, Nico Peli, Francesco Percassi, Alessandro Saetti, Ivan Serina |
| 2019 | PASAR - Planning as Satisfiability with Abstraction Refinement. | Nils Christian Froleyks, Toms Balyo, Dominik Schreiber |
| 2019 | Interleaving Search and Heuristic Improvement. | Santiago Franco, lvaro Torralba |
| 2019 | Finding Optimal Longest Paths by Dynamic Programming in Parallel. | Kai Fieger, Toms Balyo, Christian Schulz, Dominik Schreiber |
| 2019 | Challenging Human Supremacy in Skat. | Stefan Edelkamp |
| 2019 | Improved Safe Real-Time Heuristic Search. | Bence Cserna, Kevin C. Gall, Wheeler Ruml |
| 2019 | Assigning Suppliers to Meet a Deadline. | Liat Cohen, Tal Grinshpoun, Roni Stern |
| 2019 | Zero-Aware Pattern Databases with 1-Bit Compression for Sliding Tile Puzzles. | Robert Clausecker, Alexander Reinefeld |
| 2019 | Learning and Utilizing Interaction Patterns among Neighborhood-Based Heuristics. | Chung-Yao Chuang, Stephen F. Smith |
| 2019 | Revisiting Suboptimal Search. | Jingwei Chen, Nathan R. Sturtevant, William J. Doyle, Wheeler Ruml |
| 2019 | Real-Time Heuristic Search in Dynamic Environments. | Chao Chi Cheng, Wheeler Ruml |
| 2019 | An Improved Algorithm for Optimal Coalition Structure Generation. | Narayan Changder, Samir Aknine, Animesh Dutta |
| 2019 | A General Interactive Approach for Solving Multi-Objective Combinatorial Optimization Problems with Imprecise Preferences. | Nawal Benabbou, Thibaut Lust |
| 2019 | On SAT-Based Approaches for Multi-Agent Path Finding with the Sum-of-Costs Objective. | Roman Bartk, Jir Svancara |