Sequential Decision Making

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Title	Date	Tasks	Status	Score
FLIPHAT: Joint Differential Privacy for High Dimensional Sparse Linear Bandits	May 22, 2024	Decision MakingSequential Decision Making	CodeCode Available	5
Anderson Acceleration for Partially Observable Markov Decision Processes: A Maximum Entropy Approach	Nov 28, 2022	Decision MakingSequential Decision Making	CodeCode Available	5
Finding Counterfactually Optimal Action Sequences in Continuous State Spaces	Jun 6, 2023	Causal InferenceDecision Making	CodeCode Available	5
Stay With Me: Lifetime Maximization Through Heteroscedastic Linear Bandits With Reneging	Oct 29, 2018	Decision MakingMulti-Armed Bandits	CodeCode Available	5
Explainable Knowledge Graph Embedding: Inference Reconciliation for Knowledge Inferences Supporting Robot Actions	May 4, 2022	Decision MakingGraph Embedding	CodeCode Available	5
Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling	Apr 26, 2022	Decision MakingEvolutionary Algorithms	CodeCode Available	5
Algorithms for Fairness in Sequential Decision Making	Jan 24, 2019	Decision MakingFairness	CodeCode Available	5
Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate	Sep 7, 2023	Decision MakingFairness	CodeCode Available	5
A Biologically Plausible Benchmark for Contextual Bandit Algorithms in Precision Oncology Using in vitro Data	Nov 11, 2019	BenchmarkingDecision Making	CodeCode Available	5
Enforcing Almost-Sure Reachability in POMDPs	Jun 30, 2020	Decision Makingreinforcement-learning	CodeCode Available	5
Fast reinforcement learning with generalized policy updates	Jul 9, 2020	Decision MakingProblem Decomposition	CodeCode Available	5
Hindsight and Sequential Rationality of Correlated Play	Dec 10, 2020	counterfactualDecision Making	CodeCode Available	5
Efficient Sequence Labeling with Actor-Critic Training	Sep 30, 2018	Decision MakingNER	CodeCode Available	5
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections	May 24, 2022	counterfactualDecision Making	CodeCode Available	5
Efficient Symbolic Policy Learning with Differentiable Symbolic Expression	Nov 2, 2023	Decision MakingDeep Reinforcement Learning	CodeCode Available	5
Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning	Feb 5, 2019	Decision MakingDecision Making Under Uncertainty	CodeCode Available	5
Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems	Feb 20, 2023	Decision MakingSequential Decision Making	CodeCode Available	5
An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising	Jan 26, 2025	In-Context Reinforcement LearningSequential Decision Making	CodeCode Available	5
Batch Bayesian optimisation via density-ratio estimation with guarantees	Sep 22, 2022	Bayesian InferenceBayesian Optimisation	CodeCode Available	5
Ecole: A Library for Learning Inside MILP Solvers	Apr 6, 2021	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	5
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning	Nov 11, 2015	Decision Makingreinforcement-learning	CodeCode Available	5
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games	Feb 13, 2021	counterfactualDecision Making	CodeCode Available	5
Doubly Inhomogeneous Reinforcement Learning	Nov 8, 2022	Change Point DetectionClustering	CodeCode Available	5
Doubly Robust Policy Evaluation and Optimization	Mar 10, 2015	Decision MakingMulti-Armed Bandits	CodeCode Available	5
Distance Weighted Supervised Learning for Offline Interaction Data	Apr 26, 2023	Decision MakingImitation Learning	CodeCode Available	5
End-to-End Goal-Driven Web Navigation	Feb 6, 2016	Decision MakingQuestion Answering	CodeCode Available	5
Enhancing the Accuracy and Fairness of Human Decision Making	May 25, 2018	Decision MakingFairness	CodeCode Available	5
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Settings	Feb 13, 2024	Decision MakingSequential Decision Making	CodeCode Available	5
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes	Jan 29, 2022	Decision MakingModel-based Reinforcement Learning	CodeCode Available	5
Best Arm Identification for Stochastic Rising Bandits	Feb 15, 2023	Decision MakingModel Selection	CodeCode Available	5
Scalable Exploration via Ensemble++	Jul 18, 2024	Computational EfficiencyDecision Making	CodeCode Available	5
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators	Jan 16, 2025	DiagnosticSequential Decision Making	CodeCode Available	5
Differentially Private Regret Minimization in Episodic Markov Decision Processes	Dec 20, 2021	Decision MakingReinforcement Learning (RL)	CodeCode Available	5
Federated Online Clustering of Bandits	Aug 31, 2022	ClusteringDecision Making	CodeCode Available	5
Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes	Jan 3, 2024	Decision MakingHeuristic Search	CodeCode Available	5
FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks	Jul 27, 2023	Decision MakingDeep Reinforcement Learning	CodeCode Available	5
Back to the Future -- Sequential Alignment of Text Representations	Sep 8, 2019	Decision MakingRumour Detection	CodeCode Available	5
Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions	Jun 20, 2020	Decision MakingSequential Decision Making	CodeCode Available	5
β-Multivariational Autoencoder for Entangled Representation Learning in Video Frames	Nov 22, 2022	Decision MakingObject	CodeCode Available	5
Adaptive Sequence Submodularity	Feb 15, 2019	Decision MakingLink Prediction	CodeCode Available	5
Differential Privacy in Cooperative Multiagent Planning	Jan 20, 2023	Decision MakingSequential Decision Making	CodeCode Available	5
AVID: Adapting Video Diffusion Models to World Models	Oct 1, 2024	Decision MakingSequential Decision Making	CodeCode Available	5
Reinforcement Learning applied to Insurance Portfolio Pursuit	Aug 1, 2024	Decision Makingreinforcement-learning	CodeCode Available	5
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling	Apr 11, 2023	Decision MakingReinforcement Learning (RL)	CodeCode Available	5
Adaptive teachers for amortized samplers	Oct 2, 2024	Decision MakingEfficient Exploration	CodeCode Available	5
Discrete-Time Distribution Steering using Monte Carlo Tree Search	Dec 9, 2024	Decision MakingSequential Decision Making	CodeCode Available	5
Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning	Jul 1, 2019	Decision MakingImage Captioning	CodeCode Available	5
Dynamical Linear Bandits	Nov 16, 2022	Decision MakingSequential Decision Making	CodeCode Available	5
Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning	Jul 21, 2023	Decision MakingDeep Reinforcement Learning	CodeCode Available	5
Autoregressive Bandits	Dec 12, 2022	Decision MakingSequential Decision Making	CodeCode Available	5

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