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Sequential Decision Making

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Showing 101–150 of 1210 papers

TitleStatusHype
Information-Theoretic Safe Exploration with Gaussian ProcessesCode0
Interactive Machine Comprehension with Information Seeking AgentsCode0
How Should We Represent History in Interpretable Models of Clinical Policies?Code0
Active Sampling for MRI-based Sequential Decision MakingCode0
Hindsight Learning for MDPs with Exogenous InputsCode0
Imitation Learning from Purified DemonstrationsCode0
Harnessing the Power of Federated Learning in Federated Contextual BanditsCode0
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial MasksCode0
Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With RenegingCode0
Algorithms for Fairness in Sequential Decision MakingCode0
Adversarially Robust Decision TransformerCode0
Federated Online Clustering of BanditsCode0
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient SimulatorsCode0
Adversarial Environment Generation for Learning to Navigate the WebCode0
Finding Counterfactually Optimal Action Sequences in Continuous State SpacesCode0
FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear BanditsCode0
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence FunctionsCode0
"Give Me an Example Like This": Episodic Active Reinforcement Learning from DemonstrationsCode0
Hindsight and Sequential Rationality of Correlated PlayCode0
Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement LearningCode0
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning?Code0
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary SettingsCode0
Improving Generalization in Reinforcement Learning Training Regimes for Social Robot NavigationCode0
Enhancing the Accuracy and Fairness of Human Decision MakingCode0
Instance Temperature Knowledge DistillationCode0
Interactively Learning Preference Constraints in Linear BanditsCode0
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit RateCode0
End-to-End Goal-Driven Web NavigationCode0
Enforcing Almost-Sure Reachability in POMDPsCode0
Efficient Symbolic Policy Learning with Differentiable Symbolic ExpressionCode0
A Deep Reinforcement Learning Framework For Column GenerationCode0
A Parallel Hybrid Action Space Reinforcement Learning Model for Real-world Adaptive Traffic Signal ControlCode0
Efficient Sequence Labeling with Actor-Critic TrainingCode0
Evolutionary Multi-Armed Bandits with Genetic Thompson SamplingCode0
Ecole: A Library for Learning Inside MILP SolversCode0
Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical SystemsCode0
Dynamic Real-time Multimodal Routing with Hierarchical Hybrid PlanningCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Doubly Inhomogeneous Reinforcement LearningCode0
Adaptive teachers for amortized samplersCode0
Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device PlacementCode0
Dynamical Linear BanditsCode0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: CorrectionsCode0
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot ActionsCode0
Adaptive Sequence SubmodularityCode0
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resamplingCode0
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
Detecting Adversarial Attacks on Neural Network Policies with Visual ForesightCode0
Differentially Private Regret Minimization in Episodic Markov Decision ProcessesCode0
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