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Decision Making Under Uncertainty

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Showing 51–100 of 263 papers

TitleStatusHype
High-dimensional forecasting with known knowns and known unknownsCode0
Crafting desirable climate trajectories with RL explored socio-environmental simulationsCode0
Optimal Learning for Structured BanditsCode0
Non-monotonic Resource Utilization in the Bandits with Knapsacks ProblemCode0
Hindsight Learning for MDPs with Exogenous InputsCode0
Measurement Simplification in ρ-POMDP with Performance GuaranteesCode0
Simple Modification of the Upper Confidence Bound Algorithm by Generalized Weighted AveragesCode0
Causal Explanations for Sequential Decision Making Under Uncertainty—0
Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces—0
Construction Safety Risk Modeling and Simulation—0
A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning—0
Counterfactual Inference under Thompson Sampling—0
A Model-free Biomimetics Algorithm for Deterministic Partially Observable Markov Decision Process—0
Optimal Mechanism Design for Agents with DSL Strategies: The Case of Sybil Attacks in Combinatorial Auctions—0
Conformal Uncertainty Sets for Robust Optimization—0
Gamifying the Vehicle Routing Problem with Stochastic Requests—0
Confidence-Budget Matching for Sequential Budgeted Learning—0
A Survey of Knowledge-based Sequential Decision Making under Uncertainty—0
Algorithmic Social Intervention—0
A Distributionally Robust Boosting Algorithm—0
Concentration bounds for empirical conditional value-at-risk: The unbounded case—0
Complexity Aversion—0
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty—0
Complex Events Recognition under Uncertainty in a Sensor Network—0
Competitive caching with machine learned advice—0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning—0
A knapsack for collective decision-making—0
EV-EcoSim: A grid-aware co-simulation platform for the design and optimization of electric vehicle charging infrastructure—0
A Review of Incident Prediction, Resource Allocation, and Dispatch Models for Emergency Management—0
Cognitive Model Priors for Predicting Human Decisions—0
Cognitive Guardrails for Open-World Decision Making in Autonomous Drone Swarms—0
Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis—0
A Hypervolume Based Approach to Rank Intuitionistic Fuzzy Sets and Its Extension to Multi-criteria Decision Making Under Uncertainty—0
Active Inference for Autonomous Decision-Making with Contextual Multi-Armed Bandits—0
Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures—0
Efficient Portfolio Selection through Preference Aggregation with Quicksort and the Bradley--Terry Model—0
A Proposal to Extend Expected Utility in a Quantum Probabilistic Framework—0
Regret and Belief Complexity Trade-off in Gaussian Process Bandits via Information Thresholding—0
Simplified decision making in the belief space using belief sparsification—0
Efficient Belief Space Planning in High-Dimensional State Spaces using PIVOT: Predictive Incremental Variable Ordering Tactic—0
A Generalized Probability Framework to Model Economic Agents' Decisions Under Uncertainty—0
Efficient Sampling in POMDPs with Lipschitz Bandits for Motion Planning in Continuous Spaces—0
Embodied AI with Foundation Models for Mobile Service Robots: A Systematic Review—0
Don't Treat the Symptom, Find the Cause! Efficient Artificial-Intelligence Methods for (Interactive) Debugging—0
Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes—0
Does Knowledge About Perceptual Uncertainty Help an Agent in Automated Driving?—0
Decision making under uncertainty for deploying battery storage as a non-wire alternative in distribution networks—0
Evaluating Bayesian Model Visualisations—0
Boltzmann Exploration Done Right—0
Distributionally Robust Optimisation with Bayesian Ambiguity Sets—0
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