← Authors

Sheila A. McIlraith

17 papers · 2013–2026 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (3) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (22) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (11) πŸ† Grand Slam πŸ’Ž Century Club (16) πŸ”₯ Unstoppable (8) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (71) πŸš€ Conference Pioneer

Conferences

AAAI (6) IJCAI (6) ICML (3) ICLR (1) NIPS (1)

Top co-authors

Toryn Q. Klassen (6) Christian Muise (5) Rodrigo Toro Icarte (4) Alberto Camacho (4) Andrew C. Li (2) J. Christopher Beck (2) Pashootan Vaezipoor (2) LeΓ³n Illanes (2) Maayan Shvo (2) Jorge A. Baier (2)

Keywords

linear temporal logic (4) automated planning (3) sample efficiency (3) heuristic search (2) reward machine (2) reinforcement learning (2) symbolic planning (2) classical planning (2) plan synthesis (2) program synthesis (2) game theory (1) ai safety (1) automated reasoning (1) sequence classification (1) multi-task learning (1) representation learning (1) task generalization (1) action selection (1) instruction following (1) partially observable markov decision process (1)

Papers

Satisficing and Optimal Generalised Planning via Goal Regression AAAI 2026
Reward Machines for Deep RL in Noisy and Uncertain Environments NIPS 2024
PRP Rebooted: Advancing the State of the Art in FOND Planning AAAI 2024
Remembering to Be Fair: Non-Markovian Fairness in Sequential Decision Making ICML 2024
Learning Belief Representations for Partially Observable Deep RL ICML 2023
Planning to Avoid Side Effects AAAI 2022
LTL2Action: Generalizing LTL Instructions for Multi-Task RL ICML 2021
Interpretable Sequence Classification via Discrete Optimization AAAI 2021
Planning from Pixels using Inverse Dynamics Models ICLR 2021
Active Goal Recognition AAAI 2020
Generalized Planning via Abstraction: Arbitrary Numbers of Objects AAAI 2019
Strong Fully Observable Non-Deterministic Planning with LTL and LTLf Goals IJCAI 2019
LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning IJCAI 2019
SynKit: LTL Synthesis as a Service IJCAI 2018
LTL Realizability via Safety and Reachability Games IJCAI 2018
Numeric Planning via Abstraction and Policy Guided Search IJCAI 2017
Flexible Execution of Partial Order Plans with Temporal Constraints IJCAI 2013