robust optimization

306 papers

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Also known as

RO DYRO

Co-occurring keywords

adversarial training (1261) adversarial robustness (1335) markov decision process (788) adversarial learning (1592) adversarial attack (1599) neural network (6616) reinforcement learning (4122) outlier detection (318) robust markov decision process (29) policy optimization (630)

Papers

Efficient Solution and Learning of Robust Factored MDPs AAAI 2026

High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers AAAI 2026

Enhancing Robustness of Offline Reinforcement Learning Under Data Corruption via Sharpness-Aware Minimization (Student Abstract) AAAI 2026

MetaGameBO: Hierarchical Game-Theoretic Driven Robust Meta-Learning for Bayesian Optimization AAAI 2026

Best-Effort Policies for Robust Markov Decision Processes AAAI 2026

GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025

Riemannian Bilevel Optimization JMLR 2025

On Corruption-Robustness in Performative Reinforcement Learning AAAI 2025

Online MDP with Prototypes Information: A Robust Adaptive Approach AAAI 2025

Scenario-Based Robust Optimization of Tree Structures AAAI 2025

Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs IJCAI 2025

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient AAAI 2025

Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025

Hyperparametric Robust and Dynamic Influence Maximization AAAI 2025

Online Resource Sharing: Better Robust Guarantees via Randomized Strategies IJCAI 2025

Robust cooperative multi-agent reinforcement learning: A mean-field type game perspective L4DC 2024

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NIPS 2024

Optimal Multi-Distribution Learning COLT 2024

Clarifying the Behavior and the Difficulty of Adversarial Training AAAI 2024

Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024

Policy Optimization for Robust Average Reward MDPs NIPS 2024

Mitigating Covariate Shift in Misspecified Regression with Applications to Reinforcement Learning COLT 2024

Conformal Inverse Optimization NIPS 2024

HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning NIPS 2024

Robust Active Measuring under Model Uncertainty AAAI 2024