Policy-Guided Heuristic Search with Guarantees

21 March 2021

Papers citing "Policy-Guided Heuristic Search with Guarantees"

12 / 12 papers shown

Title
Reinforcement Learning-based Heuristics to Guide Domain-Independent Dynamic Programming Minori Narita Ryo Kuroiwa J. Christopher Beck 42 0 0 20 Mar 2025
A Training Data Recipe to Accelerate A* Search with Language Models Devaansh Gupta Boyang Li 39 0 0 13 Jul 2024
What Matters in Hierarchical Search for Combinatorial Reasoning Problems? Michał Zawalski Gracjan Góral Michał Tyrolski Emilia Wisnios Franciszek Budrowski Marek Cygan Łukasz Kuciński Piotr Miłoś 47 0 0 05 Jun 2024
Optimize Planning Heuristics to Rank, not to Estimate Cost-to-Goal Leah A. Chrestien Tomás Pevný Stefan Edelkamp Antonín Komenda 36 9 0 30 Oct 2023
Hybrid Search for Efficient Planning with Completeness Guarantees Kalle Kujanpää Joni Pajarinen Alexander Ilin 27 3 0 19 Oct 2023
Solving Witness-type Triangle Puzzles Faster with an Automatically Learned Human-Explainable Predicate J. Stevens V. Bulitko David Thue 16 1 0 04 Aug 2023
Hierarchical Imitation Learning with Vector Quantized Models Kalle Kujanpää Joni Pajarinen Alexander Ilin 16 12 0 30 Jan 2023
The (Un)Scalability of Heuristic Approximators for NP-Hard Search Problems Sumedh Pendurkar Taoan Huang Sven Koenig Guni Sharon 26 1 0 07 Sep 2022
Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning Dieqiao Feng Carla P. Gomes B. Selman 20 2 0 28 Jun 2022
Proving Theorems using Incremental Learning and Hindsight Experience Replay Eser Aygun Laurent Orseau Ankit Anand Xavier Glorot Vlad Firoiu Lei M. Zhang Doina Precup Shibl Mourad CLL LRM 19 17 0 20 Dec 2021
Reinforcement Learning with Information-Theoretic Actuation Elliot Catt Marcus Hutter J. Veness 42 0 0 30 Sep 2021
Exploiting Learned Policies in Focal Search Pablo Araneda M. Greco Jorge A. Baier 17 7 0 21 Apr 2021