Wheeler Ruml
Writing Papers and Giving Talks (Invited Talk at Doctoral Consortium)
Recordings
Erez Karpas
Opening Remarks, Part 2/2
Jörg Hoffmann
Opening Remarks, Part 1/2
Olivier Pietquin
Regularization in Reinforcement Learning
tutorial
Sridhar Mahadevan
Causality, Creativity and Imagination: New Frontiers in Planning
tutorial
Thomas Bolander, Thorsten Engesser, Robert Mattmüller and Sheila McIlraith
Epistemic Planning
tutorial
Jendrik Seipp
Evaluating Planners with Downward Lab
tutorial
Salomé Eriksson
Certified Unsolvability in Classical Planning, Part 2/2
tutorial
Salomé Eriksson
Certified Unsolvability in Classical Planning, Part 1/2
tutorial
Jendrik Seipp
Counterexample-Guided Cartesian Abstraction Refinement and Saturated Cost Partitioning for Optimal Classical Planning
Kyle Wray
Abstractions in Reasoning for Long-Term Autonomy
Blai Bonet
Learning Planning Representations from Traces via SAT
Leslie Pack Kaelbling
Doing for our robots what nature did for us
Frank Hutter
Getting the most out of your planner(s): from static to dynamic algorithm configuration
Aye Phyu Phyu Aung, Xinrun Wang, Bo An and Xiaoli Li
We Mind Your Well-Being: Preventing Depression in Uncertain Social Networks by Sequential Interventions
Ofir Marom and Benjamin Rosman
Utilising Uncertainty for Efficient Learning of Likely-Admissible Heuristics
León Illanes, Xi Yan, Rodrigo Toro Icarte and Sheila A. McIlraith
Symbolic Plans as High-Level Instructions for Reinforcement Learning
Jiajing Ling, Tarun Gupta and Akshat Kumar
Reinforcement Learning for Zone Based Multiagent Pathfinding under Uncertainty
Martim Brandão and Ioannis Havoutis
Learning Sequences of Approximations for Hierarchical Motion Planning
Pawel Gomoluch, Dalal Alrajeh, Alessandra Russo and Antonio Bucchiarone
Learning Neural Search Policies for Classical Planning