Andrea Zanette
Andrea Zanette
PhD Student, Stanford University
Verified email at stanford.edu - Homepage
Title
Cited by
Cited by
Year
Tighter problem-dependent regret bounds in reinforcement learning without domain knowledge using value function bounds
A Zanette, E Brunskill
International Conference on Machine Learning, 2019
1112019
Learning Near Optimal Policies with Low Inherent Bellman Error
A Zanette, A Lazaric, M Kochenderfer, E Brunskill
International Conference on Machine Learning, 2020
362020
Frequentist regret bounds for randomized least-squares value iteration
A Zanette, D Brandfonbrener, E Brunskill, M Pirotta, A Lazaric
International Conference on Artificial Intelligence and Statistics, 1954-1964, 2020
302020
Limiting extrapolation in linear approximate value iteration
A Zanette, A Lazaric, M Kochenderfer, E Brunskill
172019
Robust super-level set estimation using gaussian processes
A Zanette, J Zhang, MJ Kochenderfer
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018
132018
Almost horizon-free structure-aware best policy identification with a generative model
A Zanette, M Kochenderfer, E Brunskill
102019
Exponential Lower Bounds for Batch Reinforcement Learning: Batch RL can be Exponentially Harder than Online RL
A Zanette
arXiv preprint arXiv:2012.08005, 2020
72020
Problem dependent reinforcement learning bounds which can identify bandit structure in mdps
A Zanette, E Brunskill
International Conference on Machine Learning, 5747-5755, 2018
72018
Provably Efficient Reward-Agnostic Navigation with Linear Value Iteration
A Zanette, A Lazaric, MJ Kochenderfer, E Brunskill
Advances in Neural Information Processing Systems, 2020
62020
Enriching the finite element method with meshfree particles in structural mechanics
A Zanette, M Ferronato, C Janna
International Journal for Numerical Methods in Engineering 110 (7), 675-700, 2017
22017
Information directed reinforcement learning
A Zanette, R Sarkar
Technical report, Technical report, 2017
22017
Cautiously Optimistic Policy Optimization and Exploration with Linear Function Approximation
A Zanette, CA Cheng, A Agarwal
arXiv preprint arXiv:2103.12923, 2021
2021
Enriching the Finite Element Method with meshfree techniques in structural mechanics
A Zanette, M Ferronato, C Janna
PAMM 15 (1), 691-692, 2015
2015
Robust Super-Level Set Estimation using Gaussian Processes Download PDF Open Website
A Zanette, J Zhang, M Kochenderfer
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Articles 1–14