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Decision Making Under Uncertainty

Papers

Showing 201250 of 263 papers

TitleStatusHype
Variational Inference for Data-Efficient Model Learning in POMDPs0
Choosing with unknown causal information: Action-outcome probabilities for decision making can be grounded in causal models0
Wasserstein Distributionally Robust Regret Optimization0
What Are the Odds? Improving the foundations of Statistical Model Checking0
Words or Numbers? How Framing Uncertainties Affects Risk Assessment and Decision-Making0
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations0
Statistical Inference for Weighted Sample Average Approximation in Contextual Stochastic Optimization0
The Gittins Index: A Design Principle for Decision-Making Under Uncertainty0
Active Inference for Autonomous Decision-Making with Contextual Multi-Armed Bandits0
Active Inference for Energy Control and Planning in Smart Buildings and Communities0
Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes0
A Distributionally Robust Boosting Algorithm0
A Factor-Based Framework for Decision-Making Competency Self-Assessment0
A Generalized Probability Framework to Model Economic Agents' Decisions Under Uncertainty0
A Hypervolume Based Approach to Rank Intuitionistic Fuzzy Sets and Its Extension to Multi-criteria Decision Making Under Uncertainty0
A knapsack for collective decision-making0
Algorithmic Social Intervention0
A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process0
A Multi-Agent Reinforcement Learning Approach for Cooperative Air-Ground-Human Crowdsensing in Emergency Rescue0
A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making0
An ontological investigation of unimaginable events0
Anytime Incremental ρPOMDP Planning in Continuous Spaces0
A Proposal to Extend Expected Utility in a Quantum Probabilistic Framework0
Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis0
A Review of Incident Prediction, Resource Allocation, and Dispatch Models for Emergency Management0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning0
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty0
A Survey of Knowledge-based Sequential Decision Making under Uncertainty0
Gamifying the Vehicle Routing Problem with Stochastic Requests0
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning0
Causal Explanations for Sequential Decision Making Under Uncertainty0
Automated Search for Impossibility Theorems in Social Choice Theory: Ranking Sets of Objects0
Automating Predictive Modeling Process using Reinforcement Learning0
A Weighted Predict-and-Optimize Framework for Power System Operation Considering Varying Impacts of Uncertainty0
Axiomatization of the Choquet integral for 2-dimensional heterogeneous product sets0
Bandit Convex Optimization: Towards Tight Bounds0
"Bayesian anchoring" and the fourfold pattern of risk attitudes0
Bayesian Exploration Networks0
Bayesian Incremental Inference Update by Re-using Calculations from Belief Space Planning: A New Paradigm0
Boltzmann Exploration Done Right0
Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes0
Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures0
Cognitive Guardrails for Open-World Decision Making in Autonomous Drone Swarms0
Cognitive Model Priors for Predicting Human Decisions0
Competitive caching with machine learned advice0
Complex Events Recognition under Uncertainty in a Sensor Network0
Complexity Aversion0
Concentration bounds for empirical conditional value-at-risk: The unbounded case0
Confidence-Budget Matching for Sequential Budgeted Learning0
Conformal Uncertainty Sets for Robust Optimization0
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