conftrace_

worst-case performance

24 papers

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Co-occurring keywords

robust optimization (307) markov decision process (790) robust reinforcement learning (42) reinforcement learning (4352) adversarial training (1262) policy optimization (657) adversarial robustness (1341) distributionally robust optimization (185) online algorithm (445) uncertainty set (25)

Papers

Can Go AIs Be Adversarially Robust? AAAI 2025
On the Worst Prompt Performance of Large Language Models NIPS 2024
Contract Scheduling with Distributional and Multiple Advice IJCAI 2024
Towards Fairness-Aware Adversarial Learning CVPR 2024
Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation AISTATS 2024
User-Oriented Robust Reinforcement Learning AAAI 2023
Robust Satisficing MDPs ICML 2023
Subset-Based Instance Optimality in Private Estimation ICML 2023
A Model-Based Method for Minimizing CVaR and Beyond ICML 2023
Adjustable Robust Reinforcement Learning for Online 3D Bin Packing NIPS 2023
Worst-case Performance of Popular Approximate Nearest Neighbor Search Implementations: Guarantees and Limitations NIPS 2023
Adversarial training for high-stakes reliability NIPS 2022
Approximate Exploitability: Learning a Best Response IJCAI 2022
Robust Policy Learning over Multiple Uncertainty Sets ICML 2022
Evaluating model performance under worst-case subpopulations NIPS 2021
Boosted CVaR Classification NIPS 2021
Online Robust Reinforcement Learning with Model Uncertainty NIPS 2021
Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021
Identifying Model Weakness with Adversarial Examiner AAAI 2020
Model-based Adversarial Meta-Reinforcement Learning NIPS 2020
Task-Robust Model-Agnostic Meta-Learning NIPS 2020
A Non-generative Framework and Convex Relaxations for Unsupervised Learning NIPS 2016
Computing Robust Counter-Strategies NIPS 2007
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006