| SkipNet: Learning Dynamic Routing in Convolutional Networks | Nov 26, 2017 | Decision MakingReinforcement Learning | CodeCode Available | 1 |
| Learning Robust Rewards with Adversarial Inverse Reinforcement Learning | Oct 30, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| From Parity to Preference-based Notions of Fairness in Classification | Jun 30, 2017 | ClassificationDecision Making | CodeCode Available | 1 |
| Thinking Fast and Slow with Deep Learning and Tree Search | May 23, 2017 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Uplift Modeling with Multiple Treatments and General Response Types | May 23, 2017 | Decision Making | CodeCode Available | 1 |
| An Alternative Softmax Operator for Reinforcement Learning | Dec 16, 2016 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Cryptocurrency Portfolio Management with Deep Reinforcement Learning | Dec 5, 2016 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment | Oct 26, 2016 | Decision MakingFairness | CodeCode Available | 1 |
| Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding | Nov 9, 2015 | Decision MakingDecoder | CodeCode Available | 1 |
| Fairness Constraints: Mechanisms for Fair Classification | Jul 19, 2015 | ClassificationDecision Making | CodeCode Available | 1 |
| BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis | Jun 10, 2015 | Decision MakingFire Detection | CodeCode Available | 1 |
| Building a Scalable and Interpretable Bayesian Deep Learning Framework for Quality Control of Free Form Surfaces | Apr 7, 1994 | Active LearningBenchmarking | CodeCode Available | 1 |
| Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature Fusion | Jul 18, 2025 | Decision MakingFault Diagnosis | CodeCode Available | 0 |
| Exploiting Constraint Reasoning to Build Graphical Explanations for Mixed-Integer Linear Programming | Jul 17, 2025 | Decision Making | —Unverified | 0 |
| Higher-Order Pattern Unification Modulo Similarity Relations | Jul 17, 2025 | Decision Making | —Unverified | 0 |
| Acting and Planning with Hierarchical Operational Models on a Mobile Robot: A Study with RAE+UPOM | Jul 15, 2025 | Decision Making | —Unverified | 0 |
| FOUNDER: Grounding Foundation Models in World Models for Open-Ended Embodied Decision Making | Jul 15, 2025 | Decision Making | —Unverified | 0 |
| Turning Sand to Gold: Recycling Data to Bridge On-Policy and Off-Policy Learning via Causal Bound | Jul 15, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Guiding LLM Decision-Making with Fairness Reward Models | Jul 15, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking | Jul 15, 2025 | Decision MakingNavigate | —Unverified | 0 |
| Detección y Cuantificación de Erosión Fluvial con Visión Artificial | Jul 15, 2025 | Decision Making | —Unverified | 0 |
| Leveraging RAG-LLMs for Urban Mobility Simulation and Analysis | Jul 14, 2025 | Decision MakingRAG | —Unverified | 0 |
| LLM-Stackelberg Games: Conjectural Reasoning Equilibria and Their Applications to Spearphishing | Jul 12, 2025 | Decision MakingMisinformation | —Unverified | 0 |
| InvestAlign: Overcoming Data Scarcity in Aligning Large Language Models with Investor Decision-Making Processes under Herd Behavior | Jul 9, 2025 | Decision Making | CodeCode Available | 0 |
| Benchmarking Waitlist Mortality Prediction in Heart Transplantation Through Time-to-Event Modeling using New Longitudinal UNOS Dataset | Jul 9, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| Feature-Based vs. GAN-Based Learning from Demonstrations: When and Why | Jul 8, 2025 | Decision Making | —Unverified | 0 |
| Stable Acoustic Relay Assignment with High Throughput via Lase Chaos-based Reinforcement Learning | Jul 8, 2025 | Decision Making | —Unverified | 0 |
| Inaugural MOASEI Competition at AAMAS'2025: A Technical Report | Jul 7, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| MindFlow: Revolutionizing E-commerce Customer Support with Multimodal LLM Agents | Jul 7, 2025 | Decision Making | —Unverified | 0 |
| VERITAS: Verification and Explanation of Realness in Images for Transparency in AI Systems | Jul 7, 2025 | Decision MakingSynthetic Image Detection | CodeCode Available | 0 |
| LTLCrit: A Temporal Logic-based LLM Critic for Safe and Efficient Embodied Agents | Jul 4, 2025 | Decision MakingFormal Logic | —Unverified | 0 |
| Enhancing LLM Agent Safety via Causal Influence Prompting | Jul 1, 2025 | Decision Making | CodeCode Available | 0 |
| State and Memory is All You Need for Robust and Reliable AI Agents | Jun 30, 2025 | AllBenchmarking | —Unverified | 0 |
| Constructing Non-Markovian Decision Process via History Aggregator | Jun 30, 2025 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory | Jun 27, 2025 | Decision Making | CodeCode Available | 0 |
| A Survey of Continual Reinforcement Learning | Jun 27, 2025 | Continual LearningDecision Making | —Unverified | 0 |
| Risk-Averse Best Arm Set Identification with Fixed Budget and Fixed Confidence | Jun 27, 2025 | Decision Making | —Unverified | 0 |
| Strict Subgoal Execution: Reliable Long-Horizon Planning in Hierarchical Reinforcement Learning | Jun 26, 2025 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Coordinated Control of Autonomous Vehicles for Traffic Density Reduction at a Signalized Junction: An MPC Approach | Jun 26, 2025 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery | Jun 26, 2025 | Data MiningDecision Making | CodeCode Available | 0 |
| Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning | Jun 26, 2025 | Action GenerationDecision Making | —Unverified | 0 |
| Explainable AI for Radar Resource Management: Modified LIME in Deep Reinforcement Learning | Jun 26, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Curriculum-Guided Antifragile Reinforcement Learning for Secure UAV Deconfliction under Observation-Space Attacks | Jun 26, 2025 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Artificial Delegates Resolve Fairness Issues in Perpetual Voting with Partial Turnout | Jun 26, 2025 | Decision MakingFairness | —Unverified | 0 |
| GymPN: A Library for Decision-Making in Process Management Systems | Jun 25, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| CARMA: Context-Aware Situational Grounding of Human-Robot Group Interactions by Combining Vision-Language Models with Object and Action Recognition | Jun 25, 2025 | Action RecognitionDecision Making | —Unverified | 0 |
| Empirical estimator of diversification quotient | Jun 25, 2025 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Enhancing Large Language Models through Structured Reasoning | Jun 25, 2025 | Decision Making | —Unverified | 0 |
| Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios | Jun 25, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Brain2Model Transfer: Training sensory and decision models with human neural activity as a teacher | Jun 25, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |