conftrace_

distributionally robust

14 papers

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DR

Co-occurring keywords

distributionally robust optimization (185) markov decision process (790) offline reinforcement learning (492) robust optimization (307) language model (4599) robust policy (24) under-resourced language (70) wasserstein ambiguity (5) creole language (17) optimal policy (93)

Papers

Approximate Bilevel Difference Convex Programming for Bayesian Risk Markov Decision Processes AAAI 2025
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning NIPS 2024
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction NIPS 2024
Distributionally Robust Model-Based Offline Reinforcement Learning with Near-Optimal Sample Complexity JMLR 2024
Certified Robust Neural Networks: Generalization and Corruption Resistance ICML 2023
Double Pessimism is Provably Efficient for Distributionally Robust Offline Reinforcement Learning: Generic Algorithm and Robust Partial Coverage NIPS 2023
Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023
Distributionally Robust $Q$-Learning ICML 2022
On Language Models for Creoles EMNLP 2021
On Language Models for Creoles CONLL 2021
First-Order Methods for Wasserstein Distributionally Robust MDP ICML 2021
Distributionally Robust Graphical Models NIPS 2018
Wasserstein Distributionally Robust Kalman Filtering NIPS 2018
Distributionally Robust Markov Decision Processes NIPS 2010