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| On Optimal Robustness to Adversarial Corruption in Online Decision Problems | Sep 22, 2021 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time | Sep 20, 2021 | Decision Makingregression | —Unverified | 0 |
| Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation | Sep 17, 2021 | Decision MakingOffline RL | —Unverified | 0 |
| Learning-to-defer for sequential medical decision-making under uncertainty | Sep 13, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Federated Ensemble Model-based Reinforcement Learning in Edge Computing | Sep 12, 2021 | Autonomous Drivingcontinuous-control | —Unverified | 0 |
| Temporal Shift Reinforcement Learning | Sep 5, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Optimal Path Planning of Autonomous Marine Vehicles in Stochastic Dynamic Ocean Flows using a GPU-Accelerated Algorithm | Sep 2, 2021 | CPUDecision Making | —Unverified | 0 |
| No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees | Aug 23, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Sequential Stochastic Optimization in Separable Learning Environments | Aug 21, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
