| ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast | Feb 2, 2024 | PredictionValue prediction | CodeCode Available | 1 | 5 |
| Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble | Oct 4, 2021 | Adroid door-clonedAdroid door-human | CodeCode Available | 1 | 5 |
| Reinforcement Learning from Passive Data via Latent Intentions | Apr 10, 2023 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 | 5 |
| CompilerDream: Learning a Compiler World Model for General Code Optimization | Apr 24, 2024 | DiversityModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval | Dec 5, 2023 | Language ModellingRetrieval | CodeCode Available | 1 | 5 |
| WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models | Apr 25, 2024 | Value prediction | CodeCode Available | 1 | 5 |
| DATE: Dual Attentive Tree-aware Embedding for Customs Fraud Detection | Aug 23, 2020 | Fraud DetectionMulti-target regression | CodeCode Available | 1 | 5 |
| PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction | Jun 9, 2020 | PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Uncertainty-Aware Probabilistic Graph Neural Networks for Road-Level Traffic Accident Prediction | Sep 10, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| Learning, Fast and Slow: A Goal-Directed Memory-Based Approach for Dynamic Environments | Jan 31, 2023 | Reinforcement Learning (RL)Retrieval | CodeCode Available | 1 | 5 |
| Spatial Action Maps for Mobile Manipulation | Apr 20, 2020 | Q-LearningValue prediction | CodeCode Available | 1 | 5 |
| timeXplain -- A Framework for Explaining the Predictions of Time Series Classifiers | Jul 15, 2020 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep Reinforcement Learning | Oct 31, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Value Prediction Network | Jul 11, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Spatial-Division Augmented Occupancy Field for Bone Shape Reconstruction from Biplanar X-Rays | Jul 22, 2024 | AnatomySurface Reconstruction | CodeCode Available | 0 | 5 |
| Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation | Mar 23, 2025 | Data ValuationValue prediction | CodeCode Available | 0 | 5 |
| Learning State Representations from Random Deep Action-conditional Predictions | Feb 9, 2021 | Atari GamesReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| On the Estimation Bias in Double Q-Learning | Sep 29, 2021 | Q-LearningValue prediction | CodeCode Available | 0 | 5 |
| CardioSyntax: end-to-end SYNTAX score prediction -- dataset, benchmark and method | Jul 29, 2024 | ClassificationPrediction | CodeCode Available | 0 | 5 |
| ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search | Nov 6, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach | Aug 16, 2024 | Collaborative FilteringDecoder | CodeCode Available | 0 | 5 |
| Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional neural networks | May 8, 2024 | Tensor DecompositionValue prediction | —Unverified | 0 | 0 |
| Billion-user Customer Lifetime Value Prediction: An Industrial-scale Solution from Kuaishou | Aug 29, 2022 | Value prediction | —Unverified | 0 | 0 |
| An Optimal Tightness Bound for the Simulation Lemma | Jun 24, 2024 | LEMMAValue prediction | —Unverified | 0 | 0 |
| Avoiding Confusion between Predictors and Inhibitors in Value Function Approximation | Dec 19, 2013 | Decision MakingReinforcement Learning | —Unverified | 0 | 0 |
