List of Accepted Papers
Main track
- Masataro Asai and Alex Fukunaga
Solving Large Scale Planning Problems with Component Macros - Zongzhang Zhang, David Hsu, Wee Sun Lee, Zhan Wei Lim and Aijun Bai
PLEASE: Palm Leaf Search for POMDPs with Large Observation Spaces - Gregor Behnke, Daniel Höller and Susanne Biundo
On the Complexity of HTN Plan Verification and its Implications for Plan Recognition - Eli Boyarski, Ariel Felner, Guni Sharon and Roni Stern
Don't Split, Try To Work It Out : Bypassing Conflicts in Multi-Agent Pathfinding - Akshat Kumar and Shlomo Zilberstein
History-Based Controller Design And Optimization For Partially Observable MDPs - Supriyo Ghosh, Pradeep Varakantham, Yossiri Adulyasak and Patrick Jaillet
Dynamic Redeployment to Counter Congestion or Starvation in Vehicle Sharing Systems - Raúl Mencía, Maria R Sierra, Carlos Mencía and Ramiro Varela
Schedule generation schemes and genetic algorithm for the scheduling problem with skilled operators and arbitrary precedence relations - Vidal Alcázar and Álvaro Torralba
A Reminder about the Importance of Computing and Exploiting Invariants in Planning - Jing Cui, Peng Yu, Cheng Fang, Patrik Haslum and Brian Williams
Optimising Bounds in Simple Temporal Networks with Uncertainty under Dynamic Controllability Constraints - Fan Xie, Martin Mueller and Robert Holte
Understanding and Improving Local Exploration for GBFS - Simon Mountakis, Tomas Klos and Cees Witteveen
Temporal Flexibility Revisited: Maximizing flexibility by computing bipartite matchings - Ran Taig and Ronen I. Brafman
A Compilation-Based Approach to Conformant Probabilistic Planning with Stochastic Actions - Erez Karpas, David Wang, Brian Williams and Patrik Haslum
Temporal Landmarks: What Must Happen, and When - Tansel Uras and Sven Koenig
Speeding-up Any-Angle Path-Planning on Grids - Doron Nussbaum and Alper Yorukcu
Moving Target Search with Subgoal Graphs - Toby Davies, Adrian R. Pearce, Peter J. Stuckey and Nir Lipovetzky
Sequencing Operator Counts ( Outstanding Paper Award ) - Michal Štolba, Daniel Fišer and Antonín Komenda
Admissible Landmark Heuristic for Multi-Agent Planning - Filippos Kominis and Hector Geffner
Beliefs in Multiagent Planning: From One Agent to Many - Alejandro Torreño, Oscar Sapena and Eva Onaindia
Global Heuristics for Distributed Cooperative Multi-Agent Planning - Sergio Jiménez, Anders Jonsson and Héctor Palacios
Temporal Planning With Required Concurrency Using Classical Planning - Joerg Hoffmann and Maximilian Fickert
Explicit Conjunctions w/o Compilation: Computing h^FF(Pi^C) in Polynomial Time - Jendrik Seipp, Florian Pommerening and Malte Helmert
New Optimization Functions for Potential Heuristics - Peter Gregory and Stephen Cresswell
Domain Model Acquisition in the Presence of Static Relations in the LOP System( Outstanding Paper Award Runner-up ) - Guillem Francès and Hector Geffner
Modeling and Computation in Planning: Better Heuristics from More Expressive Languages ( Outstanding Student Paper Award Runner-up ) - Malte Helmert, Gabriele Röger and Silvan Sievers
On the Expressive Power of Non-Linear Merge-and-Shrink Representations - Florian Pommerening and Malte Helmert
A Normal Form for Classical Planning Tasks - Daniel Gnad and Joerg Hoffmann
Beating LM-cut with h^max (Sometimes): Fork-Decoupled State Space Search - Sergiy Bogomolov, Daniele Magazzeni, Stefano Minopoli and Martin Wehrle
"PDDL+ Planning with Hybrid Automata: Foundations of Translating Must Behavior - Ron Alford, Pascal Bercher and David Aha
Tight Bounds for HTN Planning - Mauro Vallati, Ivan Serina, Alessandro Saetti and Alfonso Emilio Gerevini
Identifying and Exploiting Features for Effective Plan Retrieval in Case-Based Planning - Alexander J. Benavides and Marcus Ritt
Iterated local search heuristics for minimizing total completion time in permutation and non-permutation flow shops - Ekhlas Sonu, Yingke Chen and Prashant Doshi
Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs - Murugeswari Issakkimuthu, Roni Khardon, Shan Xue, Alan Fern and Prasad Tadepalli
Hindsight Optimization for Probabilistic Planning with Factored Actions
Special track on Novel Applications
- Adrien Maillard, Cédric Pralet, Jean Jaubert, Isabelle Sebbag, Frédéric Fontanari and Julien L'Hermitte
Ground and board decision-making on data downloads - Adi Botea and Stefano Braghin
Contingent versus Deterministic Plans in Multi-Modal Journey Planning - Alexandre Albore, Nathalie Peyrard, Régis Sabbadin and Florent Teichteil-Königsbuch
An online replanning approach for crop fields mapping with autonomous UAVs - Haibo Wang, Hanna Kurniawati, Surya Singh and Mandyam Srinivasan
In-silico Behavior Discovery System: An Application of Planning in Ethology( Outstanding Student Paper Award ) - Anton Riabov, Shirin Sohrabi, Daby Sow, Deepak Turaga, Octavian Udrea and Long Vu
Planning-Based Reasoning for Automated Large-Scale Data Analysis - David Surovik and Daniel Scheeres
Heuristic Search and Receding-Horizon Planning in Complex Spacecraft Orbit Domains
Special track on Planning and Scheduling in Robotics
- Michael Cashmore, Maria Fox, Derek Long, Daniele Magazzeni, Arnau Carrera, Narcis Palomeras, Natalia Hurtos and Marc Carreras
ROSPlan: Planning in the Robot Operating System - Michal Čáp, Jiří Vokřínek and Alexander Kleiner
Complete Decentralized Method for On-Line Multi-Robot Trajectory Planning in Valid Infrastructures - David Abel, Gabriel Barth-Maron, D. Ellis Hershkowitz, Stephen Brawner, Kevin O'Farrell, James Macglashan and Stefanie Tellex
Affordances as Goal-Based Action Priors - Vera Mersheeva and Gerhard Friedrich
Multi-UAV Monitoring with Priorities and Limited Energy Resources - Giuseppe Bevacqua, Jonathan Cacace, Alberto Finzi and Vincenzo Lippiello
Mixed-Initiative Planning and Execution for Multiple Drones in Search and Rescue Missions - Erez Karpas, Peng Yu, Steven Levine and Brian Williams
Robust Execution of Plans for Human-Robot Teams
Journal Presentation track
- R. Nissim and R. Brafman. (2014).
Distributed Heuristic Forward Search for Multi-agent Planning.
Journal of Artificial Intelligence Research, 51, pp. 293-332. -
Zohar Feldman and Carmel Domshlak. (2014).
Simple Regret Optimization in Online Planning for Markov Decision Processes.
Journal of Artificial Intelligence Research, 51, pp. 165-205. -
Christoph Dann, Gerhard Neumann, and Jan Peters. (2014).
Policy Evaluation with Temporal Differences: A Survey and Comparison.
Journal of Machine Learning Research, 15, pp. 809–883. -
L. Kunze and M. Beetz. (2015).
Envisioning the qualitative effects of robot manipulation actions using simulation-based projections.
Artificial Intelligence. -
Matthias Nickles and Achim Rettinger. (2014).
Interactive relational reinforcement learning of concept semantics.
Machine Learning, 94 (2), pp. 169-204. -
Marek Grzes, Pascal Poupart, Xiao Yang, and Jesse Hoey. (to appear).
Energy Efficient Execution of POMDP Policies .
IEEE Transactions on Cybernetics.