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Sequential Decision Making

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Showing 101–150 of 1210 papers

TitleStatusHype
Hindsight Learning for MDPs with Exogenous InputsCode0
How Should We Represent History in Interpretable Models of Clinical Policies?Code0
Hindsight and Sequential Rationality of Correlated PlayCode0
"Give Me an Example Like This": Episodic Active Reinforcement Learning from DemonstrationsCode0
Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement LearningCode0
Information-Theoretic Safe Exploration with Gaussian ProcessesCode0
FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear BanditsCode0
Algorithms for Fairness in Sequential Decision MakingCode0
Federated Online Clustering of BanditsCode0
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot ActionsCode0
Adversarially Robust Decision TransformerCode0
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient SimulatorsCode0
Adversarial Environment Generation for Learning to Navigate the WebCode0
Evolutionary Multi-Armed Bandits with Genetic Thompson SamplingCode0
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence FunctionsCode0
Fast reinforcement learning with generalized policy updatesCode0
Finding Counterfactually Optimal Action Sequences in Continuous State SpacesCode0
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial MasksCode0
Active Sampling for MRI-based Sequential Decision MakingCode0
Generalization to New Sequential Decision Making Tasks with In-Context LearningCode0
Harnessing the Power of Federated Learning in Federated Contextual BanditsCode0
Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With RenegingCode0
Instance Temperature Knowledge DistillationCode0
End-to-End Goal-Driven Web NavigationCode0
Enforcing Almost-Sure Reachability in POMDPsCode0
Imitation Learning from Purified DemonstrationsCode0
Efficient Symbolic Policy Learning with Differentiable Symbolic ExpressionCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
A Deep Reinforcement Learning Framework For Column GenerationCode0
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal ControlCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Efficient Sequence Labeling with Actor-Critic TrainingCode0
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary SettingsCode0
Dynamic Real-time Multimodal Routing with Hierarchical Hybrid PlanningCode0
Doubly Robust Policy Evaluation and OptimizationCode0
Dynamical Linear BanditsCode0
Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical SystemsCode0
Adaptive teachers for amortized samplersCode0
Doubly Inhomogeneous Reinforcement LearningCode0
Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device PlacementCode0
Distance Weighted Supervised Learning for Offline Interaction DataCode0
Doubly Robust Off-policy Value Evaluation for Reinforcement LearningCode0
Ecole: A Library for Learning Inside MILP SolversCode0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
Interactively Learning Preference Constraints in Linear BanditsCode0
Adaptive Sequence SubmodularityCode0
Detecting Adversarial Attacks on Neural Network Policies with Visual ForesightCode0
Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision ProcessesCode0
Anderson Acceleration for Partially Observable Markov Decision Processes: A Maximum Entropy ApproachCode0
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