SOTAVerified

Decision Making

Papers

Showing 1015110200 of 12311 papers

TitleStatusHype
Learning and Optimization with Bayesian Hybrid Models0
Multi-Agent Task Allocation in Complementary Teams: A Hunter and Gatherer Approach0
Graph Neural Networks for Decentralized Multi-Robot Path PlanningCode0
Non-linearity identification for construction workers' personality-safety behaviour predictive relationship using neural network and linear regression modelling0
Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT0
Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances0
Modeling somatic computation with non-neural bioelectric networksCode0
Increasing performance of electric vehicles in ride-hailing services using deep reinforcement learningCode0
Multiple criteria hierarchy process for sorting problems under uncertainty applied to the evaluation of the operational maturity of research institutions0
Med2Meta: Learning Representations of Medical Concepts with Meta-Embeddings0
Preserving Causal Constraints in Counterfactual Explanations for Machine Learning ClassifiersCode2
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction0
Tools for Mathematical Ludology0
Perfectly Parallel Fairness Certification of Neural NetworksCode0
SpaRCe: Improved Learning of Reservoir Computing Systems through Sparse Representations0
Safety and Robustness in Decision Making: Deep Bayesian Recurrent Neural Networks for Somatic Variant Calling in Cancer0
Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaRCode0
Fast Intent Classification for Spoken Language UnderstandingCode0
Value-laden Disciplinary Shifts in Machine Learning0
Detecting mechanical loosening of total hip replacement implant from plain radiograph using deep convolutional neural network0
Optimality and limitations of audio-visual integration for cognitive systems0
Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making0
On Human-Aligned Risk Minimization0
Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes0
A Bayesian Theory of Conformity in Collective Decision MakingCode0
Maximum Entropy Monte-Carlo Planning0
Flexible information routing in neural populations through stochastic comodulation0
Thompson Sampling and Approximate Inference0
Surrogate Objectives for Batch Policy Optimization in One-step Decision Making0
SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional PoliciesCode0
Selecting Optimal Decisions via Distributionally Robust Nearest-Neighbor RegressionCode0
Disentangled behavioural representationsCode0
Super-Nash performance in games0
Urban Driving with Conditional Imitation Learning0
Heuristic Strategies in Uncertain Approval Voting Environments0
Abstract Argumentation and the Rational Man0
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions0
Machine Learning for a Low-cost Air Pollution Network0
Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers0
Computer Systems Have 99 Problems, Let's Not Make Machine Learning Another One0
Understand Dynamic Regret with Switching Cost for Online Decision Making0
Power System Decarbonization: Impacts of Energy Storage Duration and Interannual Renewables Variability0
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey0
Social Attention for Autonomous Decision-Making in Dense Traffic0
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks0
An Adaptive View of Adversarial Robustness from Test-time Smoothing DefenseCode0
Decision making under uncertainty in energy systems: state of the art0
Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem0
A Novel Unsupervised Post-Processing Calibration Method for DNNS with Robustness to Domain Shift0
Women, politics and Twitter: Using machine learning to change the discourse0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4Unverified