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Decision Making Under Uncertainty

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TitleStatusHype
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costsCode0
Decision-Making Under Uncertainty: Beyond Probabilities—0
Minimax-Bayes Reinforcement LearningCode0
Utilization of domain knowledge to improve POMDP belief estimation—0
Simplified Continuous High Dimensional Belief Space Planning with Adaptive Probabilistic Belief-dependent Constraints—0
Quantum Circuit Components for Cognitive Decision-Making—0
Practical Bandits: An Industry Perspective—0
Fair Decision-making Under Uncertainty—0
A Hypervolume Based Approach to Rank Intuitionistic Fuzzy Sets and Its Extension to Multi-criteria Decision Making Under Uncertainty—0
Safe and Adaptive Decision-Making for Optimization of Safety-Critical Systems: The ARTEO AlgorithmCode0
Optimal Mechanism Design for Agents with DSL Strategies: The Case of Sybil Attacks in Combinatorial Auctions—0
Calibration tests beyond classificationCode0
Non-monotonic Resource Utilization in the Bandits with Knapsacks ProblemCode0
Macro-Action-Based Multi-Agent/Robot Deep Reinforcement Learning under Partial Observability—0
Multi-armed Bandit Learning on a GraphCode0
Active Inference for Autonomous Decision-Making with Contextual Multi-Armed Bandits—0
Risk-aware Meta-level Decision Making for Exploration Under Uncertainty—0
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning—0
Understanding the stochastic dynamics of sequential decision-making processes: A path-integral analysis of multi-armed bandits—0
Hindsight Learning for MDPs with Exogenous InputsCode0
Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes—0
Thompson Sampling Achieves O(T) Regret in Linear Quadratic Control—0
Causal Explanations for Sequential Decision Making Under Uncertainty—0
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations—0
Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision Processes—0
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