SOTAVerified

Decision Making

Papers

Showing 1075110800 of 12311 papers

TitleStatusHype
Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming0
Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents0
Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey0
The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical OutcomesCode0
Lane Change Decision-making through Deep Reinforcement Learning with Rule-based Constraints0
Towards Brain-inspired System: Deep Recurrent Reinforcement Learning for Simulated Self-driving Agent0
Meta-Learning surrogate models for sequential decision making0
Understanding the Relation Between Maximum-Entropy Inverse Reinforcement Learning and Behaviour Cloning0
Parallel Experimentation and Competitive Interference on Online Advertising PlatformsCode0
A Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests0
Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality0
On Attribution of Recurrent Neural Network Predictions via Additive Decomposition0
Self-adaptive decision-making mechanisms to balance the execution of multiple tasks for a multi-robots team0
Constructing Parsimonious Analytic Models for Dynamic Systems via Symbolic RegressionCode0
Radiological images and machine learning: trends, perspectives, and prospects0
Single-cell approaches to cell competition: high-throughput imaging, machine learning and simulations0
Portfolio optimization with two coherent risk measures0
Analyzing dynamic decision-making models using Chapman-Kolmogorov equationsCode0
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making0
Predicting Multiple Demographic Attributes with Task Specific Embedding Transformation and Attention NetworkCode0
Understanding Childhood Vulnerability in The City of Surrey0
Quantifying the impact of network structure on speed and accuracy in collective decision-making0
Symbolic Regression Methods for Reinforcement Learning0
Short-Term Prediction and Multi-Camera Fusion on Semantic Grids0
Modeling Intelligent Decision Making Command And Control Agents: An Application to Air Defense0
Deep Gaussian Processes for Multi-fidelity ModelingCode0
Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning0
Multi-Differential Fairness Auditor for Black Box Classifiers0
A Weighted Multi-Criteria Decision Making Approach for Image Captioning0
Model-Free Model Reconciliation0
Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle0
Atari-HEAD: Atari Human Eye-Tracking and Demonstration DatasetCode1
Online Explanation Generation for Human-Robot Teaming0
Deep Distribution RegressionCode0
On Applications of Bootstrap in Continuous Space Reinforcement Learning0
Inferring Personalized Bayesian Embeddings for Learning from Heterogeneous Demonstration0
Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction0
Temporal Logics Over Finite Traces with Uncertainty (Technical Report)0
Demand Prediction for Electric Vehicle Sharing0
Fairness for Robust Log Loss ClassificationCode0
Rethinking System Health Management0
Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks0
Application of Genetic Algorithms to the Multiple Team Formation Problem0
Three-Way Decisions-Based Conflict Analysis Models0
A heuristic approach for lactate threshold estimation for training decision-making: An accessible and easy to use solution for recreational runners0
An approach to Decision Making based on Dynamic Argumentation Systems0
The Regretful Navigation Agent for Vision-and-Language NavigationCode0
Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons0
The Regretful Agent: Heuristic-Aided Navigation through Progress EstimationCode0
On the Long-term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation through Social LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4Unverified