Sylvie Thiébaux

12 papers · 2013–2024 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (18) 🌍 Conference Polyglot (3) 🏃 Academic Marathon (11) 🏆 Keyword Champion (2) 💎 Century Club (12) 🚀 Conference Pioneer

Conferences

IJCAI (8) AAAI (3) NIPS (1)

Top co-authors

Felipe Trevizan (6) Patrik Haslum (3) Dillon Z. Chen (3) Enrico Scala (2) Paul Scott (1) Pedro Santana (1) Mingyu Hao (1) Brian Williams (1) Hassan Hijazi (1) John Slaney (1)

Keywords

heuristic search (6) stochastic shortest path (3) policy optimization (3) probabilistic planning (2) automated planning (2) admissible heuristics (2) numeric planning (2) multi-objective optimization (1) model interpretability (1) pairwise ranking (1) heuristic function (1) neural network interpretability (1) linear programming (1) symbolic planning (1) neural network regression (1) ranking function (1) policy search (1) graph kernel (1) relational structure (1) policy learning (1)

Papers

Graph Learning for Numeric Planning NIPS 2024

Learning Domain-Independent Heuristics for Grounded and Lifted Planning AAAI 2024

Guiding GBFS through Learned Pairwise Rankings IJCAI 2024

Formal Explanations of Neural Network Policies for Planning IJCAI 2023

Heuristic Search for Multi-Objective Probabilistic Planning AAAI 2023

Progression Heuristics for Planning with Probabilistic LTL Constraints AAAI 2021

Operator Counting Heuristics for Probabilistic Planning IJCAI 2018

I-dual: Solving Constrained SSPs via Heuristic Search in the Dual Space IJCAI 2017

Landmarks for Numeric Planning Problems IJCAI 2017

Heuristics for Numeric Planning via Subgoaling IJCAI 2016

Randomized Load Control: A Simple Distributed Approach for Scheduling Smart Appliances IJCAI 2013

Planning with MIP for Supply Restoration in Power Distribution Systems IJCAI 2013