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N00014-21-1-2844

Funded outputs count: 12
Funder award ID: N00014-21-1-2844
OpenAlex ID: G1908768498
Multiple-policy Evaluation via Density Estimation
2024 · Chen, Yilei, Pacchiano, Aldo, et al. · arXiv (Cornell University)
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One-Shot Averaging for Distributed TD (λ) Under Markov Sampling
2024 · Haoxing Tian, Ioannis Ch. Paschalidis, et al. · IEEE Control Systems Letters · 3
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Combining imitation and deep reinforcement learning to human-level performance on a virtual foraging task
2023 · Vittorio Giammarino, Matthew F Dunne, et al. · Adaptive Behavior · 4
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Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees
2023 · Queeney, James, Ozcan, Erhan Can, et al. · arXiv (Cornell University) · 3
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Opportunities and Challenges from Using Animal Videos in Reinforcement Learning for Navigation
2023 · Vittorio Giammarino, James Queeney, et al. · IFAC-PapersOnLine · 2
A Spectral Method of Moments for Hierarchical Imitation Learning
2023 · Nguyen Nguyen, Timothy L. Molloy, et al. · IFAC-PapersOnLine
Robust Grouped Variable Selection Using Distributionally Robust Optimization
2022 · Ruidi Chen, Ioannis Ch. Paschalidis · Journal of Optimization Theory and Applications · 2
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PDE-Based Optimal Strategy for Unconstrained Online Learning
2022 · Zhang, Zhiyu, Cutkosky, Ashok, et al. · arXiv (Cornell University)
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Optimal Comparator Adaptive Online Learning with Switching Cost
2022 · Zhiyu Zhang, Ashok Cutkosky, et al. · neural information processing systems
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Generalized Proximal Policy Optimization with Sample Reuse
2021 · Queeney, James, Paschalidis, Ioannis Ch., et al. · OpenBU (Boston University) · 34
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Communication-efficient SGD: From Local SGD to One-Shot Averaging
2021 · Spiridonoff, Artin, Olshevsky, Alex, et al. · arXiv (Cornell University) · 12
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Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory
2021 · Zhang, Zhiyu, Cutkosky, Ashok, et al. · arXiv (Cornell University) · 2
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