| Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription | Feb 13, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer | Feb 27, 2025 | Decision Making | CodeCode Available | 1 |
| GLAMOUR: Graph Learning over Macromolecule Representations | Mar 3, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| Efficient Symptom Inquiring and Diagnosis via Adaptive Alignment of Reinforcement Learning and Classification | Dec 1, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries | Feb 25, 2024 | Decision MakingQuestion Answering | CodeCode Available | 1 |
| ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback | May 29, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Emergent Linear Representations in World Models of Self-Supervised Sequence Models | Sep 2, 2023 | Decision Making | CodeCode Available | 1 |
| Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models | Oct 1, 2023 | Decision MakingLanguage Modelling | CodeCode Available | 1 |
| EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading | May 26, 2020 | Decision MakingReading Comprehension | CodeCode Available | 1 |
| ChessGPT: Bridging Policy Learning and Language Modeling | Jun 15, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Engineering flexible machine learning systems by traversing functionally-invariant paths | Apr 30, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 |
| CLASS: A Design Framework for building Intelligent Tutoring Systems based on Learning Science principles | May 22, 2023 | ChatbotDecision Making | CodeCode Available | 1 |
| CertRL: Formalizing Convergence Proofs for Value and Policy Iteration in Coq | Sep 23, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| A Divergence Minimization Perspective on Imitation Learning Methods | Nov 6, 2019 | Behavioural cloningcontinuous-control | CodeCode Available | 1 |
| Ensemble Quantile Networks: Uncertainty-Aware Reinforcement Learning with Applications in Autonomous Driving | May 21, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement | Feb 9, 2024 | Code GenerationDecision Making | CodeCode Available | 1 |
| Epidemic Modeling with Generative Agents | Jul 11, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Aequitas: A Bias and Fairness Audit Toolkit | Nov 14, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Ergodicity-breaking reveals time optimal decision making in humans | Sep 25, 2020 | Decision Making | CodeCode Available | 1 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| CFGPT: Chinese Financial Assistant with Large Language Model | Sep 19, 2023 | Decision MakingFinancial Analysis | CodeCode Available | 1 |
| Causal thinking for decision making on Electronic Health Records: why and how | Aug 3, 2023 | Decision Makingvalid | CodeCode Available | 1 |
| Explainable AI for computational pathology identifies model limitations and tissue biomarkers | Sep 4, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Explainable Deep Learning for Tumor Dynamic Modeling and Overall Survival Prediction using Neural-ODE | Aug 2, 2023 | Decision MakingDecoder | CodeCode Available | 1 |
| CELLO: Causal Evaluation of Large Vision-Language Models | Jun 27, 2024 | counterfactualDecision Making | CodeCode Available | 1 |
