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Andrew C. Li
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2020 – today
- 2024
- [i7]Andrew C. Li, Zizhao Chen, Toryn Q. Klassen, Pashootan Vaezipoor, Rodrigo Toro Icarte, Sheila A. McIlraith:
Reward Machines for Deep RL in Noisy and Uncertain Environments. CoRR abs/2406.00120 (2024) - 2023
- [c5]Andrew Wang, Andrew C. Li, Toryn Q. Klassen, Rodrigo Toro Icarte, Sheila A. McIlraith:
Learning Belief Representations for Partially Observable Deep RL. ICML 2023: 35970-35988 - [i6]Phillip J. K. Christoffersen, Andrew C. Li, Rodrigo Toro Icarte, Sheila A. McIlraith:
Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior. CoRR abs/2301.02952 (2023) - 2022
- [c4]Mathieu Tuli, Andrew C. Li, Pashootan Vaezipoor, Toryn Q. Klassen, Scott Sanner, Sheila A. McIlraith:
Learning to Follow Instructions in Text-Based Games. NeurIPS 2022 - [i5]Andrew C. Li, Pashootan Vaezipoor, Rodrigo Toro Icarte, Sheila A. McIlraith:
Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks. CoRR abs/2206.01812 (2022) - [i4]Mathieu Tuli, Andrew C. Li, Pashootan Vaezipoor, Toryn Q. Klassen, Scott Sanner, Sheila A. McIlraith:
Learning to Follow Instructions in Text-Based Games. CoRR abs/2211.04591 (2022) - [i3]Andrew C. Li, Zizhao Chen, Pashootan Vaezipoor, Toryn Q. Klassen, Rodrigo Toro Icarte, Sheila A. McIlraith:
Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines. CoRR abs/2211.10902 (2022) - 2021
- [c3]Maayan Shvo, Andrew C. Li, Rodrigo Toro Icarte, Sheila A. McIlraith:
Interpretable Sequence Classification via Discrete Optimization. AAAI 2021: 9647-9656 - [c2]Pashootan Vaezipoor, Andrew C. Li, Rodrigo Toro Icarte, Sheila A. McIlraith:
LTL2Action: Generalizing LTL Instructions for Multi-Task RL. ICML 2021: 10497-10508 - [i2]Pashootan Vaezipoor, Andrew C. Li, Rodrigo Toro Icarte, Sheila A. McIlraith:
LTL2Action: Generalizing LTL Instructions for Multi-Task RL. CoRR abs/2102.06858 (2021) - 2020
- [i1]Maayan Shvo, Andrew C. Li, Rodrigo Toro Icarte, Sheila A. McIlraith:
Interpretable Sequence Classification via Discrete Optimization. CoRR abs/2010.02819 (2020)
2010 – 2019
- 2018
- [c1]Andrew C. Li, Peter Beek:
Bayesian Network Structure Learning with Side Constraints. PGM 2018: 225-236
Coauthor Index
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