Asaf B. Cassel

According to our database1, Asaf B. Cassel authored at least 13 papers between 2018 and 2024.

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Bibliography

2024
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes.
CoRR, 2024

Multi-turn Reinforcement Learning from Preference Human Feedback.
CoRR, 2024

Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback.
CoRR, 2024

Eluder-based Regret for Stochastic Contextual MDPs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Efficient Rate Optimal Regret for Adversarial Contextual MDPs Using Online Function Approximation.
Proceedings of the International Conference on Machine Learning, 2023

2022
Counterfactual Optimism: Rate Optimal Regret for Stochastic Contextual MDPs.
CoRR, 2022

Rate-Optimal Online Convex Optimization in Adaptive Linear Control.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021
Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with √T Regret.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks.
CoRR, 2020

Bandit Linear Control.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently.
Proceedings of the 37th International Conference on Machine Learning, 2020

2018
A General Approach to Multi-Armed Bandits Under Risk Criteria.
Proceedings of the Conference On Learning Theory, 2018


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