SOTAVerified

Decision Making Under Uncertainty

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 263 papers

TitleStatusHype
Quantum-like Structure in Multidimensional Relevance Judgements—0
Rao-Blackwellized POMDP Planning—0
Recovering Event Probabilities from Large Language Model Embeddings via Axiomatic Constraints—0
Regular Decision Processes for Grid Worlds—0
Regularized Q-Learning with Linear Function Approximation—0
Restless Bandit Problem with Rewards Generated by a Linear Gaussian Dynamical System—0
Risk-Averse Decision Making Under Uncertainty—0
Risk-aware Meta-level Decision Making for Exploration Under Uncertainty—0
Risk Minimization, Regret Minimization and Progressive Hedging Algorithms—0
On strategies for risk management and decision making under uncertainty shared across multiple fields—0
Learning and Reasoning for Robot Sequential Decision Making under Uncertainty—0
Robust Importance Sampling for Error Estimation in the Context of Optimal Bayesian Transfer Learning—0
Safe Policy Improvement by Minimizing Robust Baseline Regret—0
Safe POMDP Online Planning via Shielding—0
Sample Complexity Bounds for Iterative Stochastic Policy Optimization—0
Second Order Methods for Bandit Optimization and Control—0
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models—0
Selective Reviews of Bandit Problems in AI via a Statistical View—0
Semantic Parsing with Combinatory Categorial Grammars—0
Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems—0
Sequential sampling without comparison to boundary through model-free reinforcement learning—0
Sequential Stochastic Optimization in Separable Learning Environments—0
Set risk measures—0
Simplification of Risk Averse POMDPs with Performance Guarantees—0
Simplified Continuous High Dimensional Belief Space Planning with Adaptive Probabilistic Belief-dependent Constraints—0
Solving Transition-Independent Multi-agent MDPs with Sparse Interactions (Extended version)—0
Spreadsheet Probabilistic Programming—0
Stagewise Safe Bayesian Optimization with Gaussian Processes—0
Stein Variational Model Predictive Control—0
Stochastic COLREGs Evaluation for Safe Navigation under Uncertainty—0
Stochastic Conservative Contextual Linear Bandits—0
Stochastic Finite State Control of POMDPs with LTL Specifications—0
Structural models for policy-making: Coping with parametric uncertainty—0
System-Level Analysis of Module Uncertainty Quantification in the Autonomy Pipeline—0
rfPG: Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs—0
The Role of Entropy in Guiding a Connection Prover—0
Thompson Sampling Achieves O(T) Regret in Linear Quadratic Control—0
Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes—0
Thompson Sampling in Partially Observable Contextual Bandits—0
Threshold Learning for Optimal Decision Making—0
Tight Bounds for Bandit Combinatorial Optimization—0
Time discounting under uncertainty—0
Toward Explainable Offline RL: Analyzing Representations in Intrinsically Motivated Decision Transformers—0
Towards More Efficient, Robust, Instance-adaptive, and Generalizable Sequential Decision making—0
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks—0
Truthful Elicitation of Imprecise Forecasts—0
Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality—0
Understanding the stochastic dynamics of sequential decision-making processes: A path-integral analysis of multi-armed bandits—0
Utilization of domain knowledge to improve POMDP belief estimation—0
Value of structural health information in partially observable stochastic environments—0
Show:102550
← PrevPage 4 of 6Next →

No leaderboard results yet.