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Joelle Pineau

McGill University
Carnegie Mellon University

370

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18285

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Estimating causal effects with optimization-based methods: A review and empirical comparison.

2022 CoRR
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New Insights on Reducing Abrupt Representation Change in Online Continual Learning.

2022 CoRR
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Robust Policy Learning over Multiple Uncertainty Sets.

2022 CoRR
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Block Contextual MDPs for Continual Learning.

2022 | L4DC
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Improving Passage Retrieval with Zero-Shot Question Generation.

2022 CoRR
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Low-Rank Representation of Reinforcement Learning Policies

2022 Journal of Artificial Intelligence Research
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Efficient Continual Learning Ensembles in Neural Network Subspaces.

2022 CoRR
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A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions.

2022 CoRR
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Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little

2021 EMNLP | Empirical Methods in Natural Language Processing
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Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs

2021 arXiv: Learning
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