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Decision Making

Papers

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Showing 6801–6850 of 12311 papers

TitleStatusHype
Discriminator-Guided Model-Based Offline Imitation Learning—0
Safe Decision-making for Lane-change of Autonomous Vehicles via Human Demonstration-aided Reinforcement Learning—0
Forecasting Future World Events with Neural NetworksCode1
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms—0
Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning—0
Depth-CUPRL: Depth-Imaged Contrastive Unsupervised Prioritized Representations in Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles—0
Watch and Match: Supercharging Imitation with Regularized Optimal Transport—0
Variational Inference for Additive Main and Multiplicative Interaction Effects Models—0
TE2Rules: Explaining Tree Ensembles using RulesCode1
Computer-aided diagnosis and prediction in brain disorders—0
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting—0
Generalized Policy Improvement Algorithms with Theoretically Supported Sample ReuseCode1
Utility Theory for Sequential Decision Making—0
On the Complexity of Adversarial Decision Making—0
Human-AI Collaboration in Decision-Making: Beyond Learning to Defer—0
Parametrically Retargetable Decision-Makers Tend To Seek Power—0
Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning—0
APPFLChain: A Privacy Protection Distributed Artificial-Intelligence Architecture Based on Federated Learning and Consortium Blockchain—0
Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches—0
AGENT: An Adaptive Grouping Entrapping Method of Flocking Systems—0
Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation—0
The Amenability Framework: Rethinking Causal Ordering Without Estimating Causal Effects—0
Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure UncertaintyCode0
Mitigating sampling bias in risk-based active learning via an EM algorithm—0
Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning—0
SKTR: Trace Recovery from Stochastically Known Logs—0
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents—0
On Structural Explanation of Bias in Graph Neural NetworksCode0
Achievement and Fragility of Long-term Equitability—0
Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms—0
Toward multi-target self-organizing pursuit in a partially observable Markov gameCode1
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change DetectionCode2
On Avoiding Power-Seeking by Artificial Intelligence—0
Improving decision-making via risk-based active learning: Probabilistic discriminative classifiers—0
Context matters for fairness -- a case study on the effect of spatial distribution shifts—0
Active Learning with Safety Constraints—0
Auto-Encoding Adversarial Imitation Learning—0
Using cognitive psychology to understand GPT-3—0
Learning Neuro-Symbolic Skills for Bilevel Planning—0
Coherent noise enables probabilistic sequence replay in spiking neuronal networks—0
Policy Learning with Asymmetric Counterfactual Utilities—0
Stop ordering machine learning algorithms by their explainability! A user-centered investigation of performance and explainability—0
The Winner-Take-All Dilemma—0
Exceedance Probability Forecasting via Regression for Significant Wave Height Prediction—0
A Safe Control Architecture Based on Robust Model Predictive Control for Autonomous Driving—0
Beyond IID: data-driven decision-making in heterogeneous environments—0
Evolutionary rationality of risk preference—0
Guided Safe Shooting: model based reinforcement learning with safety constraints—0
Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes—0
Fairness-aware Model-agnostic Positive and Unlabeled Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified