(Schedule Overview)
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Monday, November 10, 2025 - Workshops and Tutorials ↑ Back to Navigation
Session 1 (8:30 - 10:00)
Forum 1 PRL - Bridging the Gap Between AI Planning and Reinforcement Learning
Forum 2 OPTIMA - Industry Workshop: Smarter Decision-Making in Action
Meeting Room 1 & 2 HAXP - Human-Aware and Explainable Planning
Session 2 (10:30 - 12:00)
Forum 1 PRL - Bridging the Gap Between AI Planning and Reinforcement Learning
Forum 2 OPTIMA - Industry Workshop: Smarter Decision-Making in Action
Meeting Rooms 1 & 2 HAXP - Human-Aware and Explainable Planning
Session 3 (13:30 - 15:00)
Forum 1 PRL - Bridging the Gap Between AI Planning and Reinforcement Learning
Forum 2 Tutorial: Learning for Planning
Launchpad KEPS - Knowledge Engineering for Planning and Scheduling
Studio PlanRob - Planning and Robotics
Level 2 - Room 2508 Tutorial: MiniZinc - Constraint Programming for Planning
Meeting Rooms 1 & 2 HAXP - Human-Aware and Explainable Planning
Session 4 (15:30 - 17:00)
Forum 1 PRL - Bridging the Gap Between AI Planning and Reinforcement Learning
Forum 2 Tutorial: Learning for Planning
Launchpad KEPS - Knowledge Engineering for Planning and Scheduling
Level 2 - Room 2508 Tutorial: MiniZinc - Constraint Programming for Planning
Meeting Rooms 1 & 2 HAXP - Human-Aware and Explainable Planning
Tuesday, November 11, 2025 - Workshops and Tutorials ↑ Back to Navigation
Session 1 (8:30 - 10:00)
Forum 1 LM4Plan - Planning in the Era of LLMs
Forum 2 HSDIP - Heuristics and Search for Domain-Independent Planning
Launchpad RIPL - Reliability In Planning and Learning
Studio Tutorial: Planning as SAT / Integrating ML and Planning in SAT (Joint Session)
Meeting Rooms 1 & 2 Tutorial: LTLf Synthesis
KR Venue
KRPlan - Knowledge Representation Meets Automated Planning
See details in KR program
Session 2 (10:30 - 12:00)
Forum 1 LM4Plan - Planning in the Era of LLMs
Forum 2 HSDIP - Heuristics and Search for Domain-Independent Planning
Launchpad RIPL - Reliability In Planning and Learning
Studio Tutorial: Planning as SAT
Meeting Rooms 1 & 2 Tutorial: Integrating ML and Planning in SAT
KR Venue
KRPlan - Knowledge Representation Meets Automated Planning
See details in KR program
Session 3 (13:30 - 15:00)
Forum 1 LM4Plan - Planning in the Era of LLMs
Forum 2 CASP:ER - Constraint And Satisfiability-based Planning: an Exploratory Research Workshop
Launchpad RIPL - Reliability In Planning and Learning
Meeting Rooms 1 & 2 Tutorial: Domain-Independent Dynamic Programming
KR Venue
KRPlan - Knowledge Representation Meets Automated Planning
See details in KR program
Session 4 (15:30 - 17:00)
Forum 1 LM4Plan - Planning in the Era of LLMs
Forum 2 CASP:ER - Constraint And Satisfiability-based Planning: an Exploratory Research Workshop
Meeting Rooms 1 & 2 Tutorial: Epistemic Planning
KR Venue
KRPlan - Knowledge Representation Meets Automated Planning
See details in KR program
Wednesday, November 12, 2025 - Main Conference Day 1 ↑ Back to Navigation
Location: Forum 1
Sequential Decision-Making for Robots Operating in Non Deterministic and Partially Observable Worlds
Hanna Kurniawati
View abstract & bio
L1 (10:30 - 10:50) - Platform-Aware Mission Planning Stefan Panjkovic, Alessandro Cimatti, Andrea Micheli, Stefano Tonetta View Paper
L3 (10:50 - 11:10) - Temporal Numeric Planning with Patterns Matteo Cardellini, Enrico Giunchiglia [Previously Published Papers Track]
L5 (11:10 - 11:30) - A Flow Based Planning Method for Multi-Agent Progression with Deployable Agents and Communication Constraints Emile Siboulet, Roland Godet, Arthur Bit-Monnot, Marc-Emmanuel Coupvent des Graviers, Christophe GUETTIER, Simon Lacroix View Paper
L7 (11:30 - 11:50) - Analyzing Launch Operations using the Spaceport Throughput Analysis Resource (STAR) Jeremy Frank, Richard Levinson, Vijayakumar Baskaran, Jeffrey S Brink View Paper
L2 (10:30 - 10:50) - A Formalism for Optimal Search with Dynamic Heuristics Remo Christen, Florian Pommerening, Clemens Büchner, Malte Helmert View Paper
L4 (10:50 - 11:10) - Pseudo-Boolean Proof Logging for Optimal Classical Planning Simon Dold, Malte Helmert, Jakob Nordström, Gabriele Röger, Tanja Schindler View Paper
L6 (11:10 - 11:30) - Delete-Free Planning with Object Creation is Undecidable Augusto B. Corrêa View Paper
L8 (11:30 - 11:50) - Alternation-Based Novelty Search Augusto B. Corrêa, Jendrik Seipp View Paper
L9 (13:30 - 13:50) - On the Gains from Using Action Observations in Domain Repair Alba Gragera, Raquel Fuentetaja, Angel Garcia Olaya, Fernando Fernández View Paper
L11 (13:50 - 14:10) - Strategies to Improve Goal Selection in Satisficing Oversubscription Planning Angel Garcia Olaya, Patricia J. Riddle, Mike Barley View Paper
L13 (14:10 - 14:30) - On Generating Robust Plans and Linear Execution Strategies in Planning Against Nature Lukas Chrpa, Erez Karpas View Paper
L15 (14:30 - 14:50) - Speed vs Accuracy in Goal Recognition for Time-Sensitive Applications: a Game-Theoretic Approach Sara Bernardini, Fabio Fagnani, Santiago Franco [Previously Published Papers Track]
L10 (13:30 - 13:50) - Partially Observable Monte-Carlo Graph Search YANG YOU, Vincent Thomas, Alex Schutz, Robert Skilton, Nick Hawes, Olivier Buffet View Paper
L12 (13:50 - 14:10) - Landmark-Assisted Monte Carlo Planning David H. Chan, Mark Roberts, Dana S. Nau [Previously Published Papers Track]
L14 (14:10 - 14:30) - Cost-Optimal FOND Planning as Bi-Objective Best-First Search Diego Aineto, Enrico Scala View Paper | [Best Paper Award]
L16 (14:30 - 14:50) - Observation Adaptation via Annealed Importance Resampling for Partially Observable Markov Decision Processes Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Abhishek Dubey View Paper
L17 (15:30 - 15:50) - Per-Domain Generalizing Policies: On Validation Instances and Scaling Behavior Timo P. Gros, Nicola J. Müller, Daniel Fišer, Isabel Valera, Verena Wolf, Jörg Hoffmann View Paper
L19 (15:50 - 16:10) - Learning Efficiency Meets Symmetry Breaking Yingbin Bai, Sylvie Thiebaux, Felipe Trevizan View Paper
L21 (16:10 - 16:30) - On Picking Good Policies: Leveraging Action-Policy Testing in Policy Training Jan Eisenhut, Daniel Fišer, Isabel Valera, Jörg Hoffmann View Paper
L18 (15:30 - 15:50) - Quality Diversity for Variational Quantum Circuit Optimization Maximilian Zorn, Jonas Stein, Maximilian Balthasar Mansky, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien View Paper
L20 (15:50 - 16:10) - New Exact Methods for Solving Quadratic Traveling Salesman Problem Yuxiao Chen, Anubhav Singh, Ryo Kuroiwa, Chris Beck View Paper
L22 (16:10 - 16:30) - Rack Position Optimization in Large-Scale Heterogeneous Data Centers Chang-Lin Chen, Jiayu Chen, Tian Lan, Zhaoxia Zhao, Hongbo Dong, Vaneet Aggarwal View Paper
Thursday, November 13, 2025 - Main Conference Day 2 ↑ Back to Navigation
L23 (10:30 - 10:50) - Knowledge Engineering for Planning and Scheduling in the LLM Era Mauro Vallati, Roman Barták, Lukas Chrpa, Thomas Leo McCluskey, Ron Petrick View Paper
L25 (10:50 - 11:10) - Revisiting LLMs in Planning from Literature Review: a Semi-Automated Analysis Approach and Evolving Categories Representing Shifting Perspectives Vishal Pallagani, Nitin Gupta, Bharath Chandra Muppasani, Biplav Srivastava View Paper
L27 (11:10 - 11:30) - On Planning Through LLMs Mattia Chiari, Luca Putelli, Nicholas Rossetti, Ivan Serina, Alfonso Gerevini View Paper
L29 (11:30 - 11:50) - Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation Sukai Huang, Trevor Cohn, Nir Lipovetzky View Paper
L24 (10:30 - 10:50) - A Sampling Approach to Planning with Infinite Domain Control Variables Ángel Aso-Mollar, Diego Aineto, Enrico Scala, Eva Onaindia View Paper
L26 (10:50 - 11:10) - Initial Condition Retrieving for Hybrid and Numeric Planning Problems Matteo Cardellini, Francesco Percassi, Marco Maratea, Mauro Vallati View Paper
L28 (11:10 - 11:30) - On the Notion of Plan Quality for PDDL+ Francesco Percassi, Enrico Scala, Mauro Vallati View Paper
L30 (11:30 - 11:50) - A Lazy Approach to Neural Numerical Planning with Control Parameters René Heescha, Alessandro Cimatti, Jonas Ehrhardta, Alexander Diedricha, Oliver Niggemanna [Previously Published Papers Track]
L31 (13:30 - 13:50) - On Using Lazy Greedy Best-First Search with Subgoaling Relaxation in Numeric Planning Problems Enrico Scala, Luigi Bonassi View Paper
L33 (13:50 - 14:10) - A* for Bounding Shortest Paths in the Graphs of Convex Sets Kaarthik Sundar, Sivakumar Rathinam View Paper
L35 (14:10 - 14:30) - Safe Interval Randomized Path Planning For Manipulators Nuraddin Kerimov, Aleksandr Onegin, Konstantin Yakovlev View Paper | [Best Student Paper Award]
L37 (14:30 - 14:50) - State-Based Disassembly Planning Chao Lei, Nir Lipovetzky, Krista A. Ehinger [Previously Published Papers Track]
L32 (13:30 - 13:50) - Hardness of Chosen Length Planning Games and Regular Fixed Methods FOND HTN Planning P. Maurice Dekker, Gregor Behnke View Paper
L34 (13:50 - 14:10) - HTN Plan Repair Algorithms Compared: Strengths and Weaknesses of Different Methods Paul Zaidins, Robert P. Goldman, Ugur Kuter, Dana S. Nau, Mark Roberts View Paper | [Best Paper Award (Honourable Mention)]
L36 (14:10 - 14:30) - Agent Planning Programs as Non-deterministic Planning under Fairness Nitin Yadav, Sebastian Sardina, Hector Geffner View Paper
L38 (14:30 - 14:50) - LTLf Adaptive Synthesis for Multi-Tier Goals in Nondeterministic Domains Giuseppe De Giacomo, Gianmarco Parretti, Shufang Zhu View Paper
Friday, November 14, 2025 - Main Conference Day 3 (Joint ICAPS & KR) ↑ Back to Navigation
L39 (11:00 - 11:20) - Parallelizing Multi-objective A* Search Saman Ahmadi, Nathan R. Sturtevant, Andrea Raith, Daniel Harabor, Mahdi Jalili View Paper | [Best Paper Award]
L41 (11:20 - 11:40) - Parallel Greedy Best-First Search with a Bound on Expansions Relative to Sequential Search Takumi Shimoda, Alex Fukunaga [Previously Published Papers Track]
L43 (11:40 - 12:00) - Instance-based Approximation Guarantees for Graph-based Nearest Neighbor Search Yannick Bosch, Sabine Storandt View Paper
L45 (12:00 - 12:20) - Posthoc: The Visualisation Platform for Search Kevin Zheng, Daniel Harabor, Michael Wybrow View Paper
L40 (11:00 - 11:20) - Leveraging Action Relational Structures for Integrated Learning and Planning Ryan Xiao Wang, Felipe Trevizan View Paper
L42 (11:20 - 11:40) - Is This Plan Necessarily Redundant? On the Computational Complexity of Unobserved Domain Learning Pascal Bachor, P. Maurice Dekker, Gregor Behnke View Paper
L44 (11:40 - 12:00) - Learning Lifted STRIPS Models from Action Traces alone: A Simple, General, and Scalable Solution Jonas Gösgens, Niklas Jansen, Hector Geffner View Paper
L46 (12:00 - 12:20) - Lifted action models learning from partial traces Leonardo Lamanna, Luciano Serafini, Alessandro Saetti, Alfonso Emilio Gerevini, Paolo Traverso [Previously Published Papers Track]
L47 (13:30 - 13:50) - How Good is Perfect? On the Incompleteness of A* for Total-Order HTN Planning Mohammad Yousefi, Mario Schmautz, Patrik Haslum, Pascal Tobias Bercher View Paper
L49 (13:50 - 14:10) - Tight Bounds for Lifted HTN Plan Verification and Bounded Plan Existence Pascal Lauer, S.T. Lin, Pascal Tobias Bercher View Paper
L51 (14:10 - 14:30) - Landmark Generation in HTN Planning Revisited Victor Scherer Putrich, Felipe Meneguzzi, André Grahl Pereira View Paper
L53 (14:30 - 14:50) - SibylSatOpt: a MaxSAT-based Greedy Optimal Search for TOHTN Planning Gaspard Quenard, Damien Pellier, Humbert FIORINO View Paper
L48 (13:30 - 13:50) - Going Topological in Multi-risk Extended Markov Ratio Decision Processes Alexander Zadorojniy, Orit Davidovich, Takayuki Osogami View Paper
L50 (13:50 - 14:10) - Howard’s Policy Iteration is Subexponential for Deterministic Markov Decision Problems with Rewards of Fixed Bit-size and Arbitrary Discount Factor Dibyangshu Mukherjee, Shivaram Kalyanakrishnan View Paper
L52 (14:10 - 14:30) - An Improved Lower Bound on the Length of Locally-Improving Policy Sequences in MDPs with Large Action Sets Pratyush Agarwal, Mulinti Shaik Wajid, Shivaram Kalyanakrishnan View Paper
L54 (14:30 - 14:50) - HDDLGym: A Tool for Studying Multi-Agent Hierarchical Problems Defined in HDDL with OpenAI Gym Ngoc La, Ruaridh Mon-Williams, Julie Shah View Paper
L55 (15:30 - 15:50) - Potential Heuristics: Weakening Consistency Constraints Pascal Lauer, Daniel Fišer View Paper
L57 (15:50 - 16:10) - Continuing the Quest for Polynomial Time Heuristics in PDDL Input Size: Tractable Cases for Lifted h^{add} Pascal Lauer, Alvaro Torralba, Daniel Höller, Jörg Hoffmann View Paper
L59 (16:10 - 16:30) - Count-Based Novelty Exploration in Classical Planning Giacomo Rosa, Nir Lipovetzky [Previously Published Papers Track]
L56 (15:30 - 15:50) - Automating the Generation of Prompts for LLM-based Action Choice in PDDL Planning Katharina Stein, Daniel Fišer, Jörg Hoffmann, Alexander Koller View Paper
L58 (15:50 - 16:10) - DynTaskMAS: A Dynamic Task Graph-driven Framework for Asynchronous and Parallel LLM-based Multi-Agent Systems Junwei Yu, Yepeng Ding, Hiroyuki Sato View Paper
Note: Each paper presentation is allocated approximately 20 minutes including Q&A. Detailed paper titles and authors will be announced closer to the conference. Please check the Accepted Papers page for the full list of accepted papers.
