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Decision Making Under Uncertainty

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Showing 101–125 of 263 papers

TitleStatusHype
Decision Making in Non-Stationary Environments with Policy-Augmented SearchCode0
Solving Long-run Average Reward Robust MDPs via Stochastic GamesCode0
Observation-Augmented Contextual Multi-Armed Bandits for Robotic Search and Exploration—0
Modeling Boundedly Rational Agents with Latent Inference Budgets—0
Learning Successor Features with Distributed Hebbian Temporal Memory—0
Partially Observable Stochastic Games with Neural Perception Mechanisms—0
Fast & Efficient Learning of Bayesian Networks from Data: Knowledge Discovery and Causality—0
Online POMDP Planning with Anytime Deterministic Optimality Guarantees—0
Measurement Simplification in ρ-POMDP with Performance GuaranteesCode0
Safe POMDP Online Planning via Shielding—0
Proofs for the New Definitions in Financial Markets—0
On strategies for risk management and decision making under uncertainty shared across multiple fields—0
Simple Modification of the Upper Confidence Bound Algorithm by Generalized Weighted AveragesCode0
Bayesian Exploration Networks—0
Are ChatGPT and GPT-4 Good Poker Players? -- A Pre-Flop Analysis—0
On the Expressivity of Multidimensional Markov Reward—0
Non-stationary Delayed Combinatorial Semi-Bandit with Causally Related Rewards—0
Fast Empirical Scenarios—0
Point-Based Value Iteration for POMDPs with Neural Perception Mechanisms—0
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models—0
Don't Treat the Symptom, Find the Cause! Efficient Artificial-Intelligence Methods for (Interactive) Debugging—0
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty—0
Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize—0
Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models—0
Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep ClassifiersCode0
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