Simon Ståhlberg

3 papers · 2021–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AAAI (2) IJCAI (1)

Top co-authors

Hector Geffner (2) Jendrik Seipp (1) Blai Bonet (1) Guillem Francès (1)

Research topics

Artificial Intelligence (3) Core AI (2) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

policy learning (1) message passing (1) first-order logic (1) sparse reward (1) goal-conditioned reinforcement learning (1) hindsight experience replay (1) classical planning (1) generalized planning (1) heuristic learning (1) relational representation (1) first-order representation (1) graph neural network (1) triplet embedding (1) planning domain (1) relational gnn (1) self-supervised classification (1) unsolvability detection (1)

Papers

First-Order Representation Languages for Goal-Conditioned RL AAAI 2026 Learning More Expressive General Policies for Classical Planning Domains AAAI 2025 Learning Generalized Unsolvability Heuristics for Classical Planning IJCAI 2021