Journal of Artificial Intelligence Research

Article	Citations
Argumentative Reasoning in ASPIC+ under Incomplete Information	317
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	227
Optimality Guarantees for Particle Belief Approximation of POMDPs	130
Can We Automate Scientific Reviewing?	122
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	118
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	118
Iterative Train Scheduling under Disruption with Maximum Satisfiability	115
Program Synthesis with Best-First Bottom-Up Search	90
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	88
Quantization Aware Factorization for Deep Neural Network Compression	86
Robust Reward Design for Markov Decision Processes	66
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	60
Uncertainty as a Fairness Measure	59
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	56
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	50
Certified Knowledge Compilation with Application to Formally Verified Model Counting	49
Strategy Graphs for Influence Diagrams	48
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	47
The State of Computer Vision Research in Africa	46
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	38
CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	37
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	36
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	34
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	33
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	32

Fairness in Influence Maximization through Randomization	32
Low-Rank Representation of Reinforcement Learning Policies	30
Conditional Relative Frequency Distributions with Undefined Observations and Generalized Fuzzy Orthopartitions	29
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge	28
Performative Ethics From Within the Ivory Tower: How CS Practitioners Uphold Systems of Oppression	27
Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue	26
Threshold Treewidth and Hypertree Width	26
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?	24
Evolutionary Dynamics and Phi-Regret Minimization in Games	24
Experimental Design of Extractive Question-Answering Systems: Influence of Error Scores and Answer Length	23
Trustworthy Transfer Learning: A Survey	22
An Overview of Environmental Features that Impact Deep Reinforcement Learning in Sparse-Reward Domains	21
On Expected Value Strong Controllability	20
The Complexity of Network Satisfaction Problems for Symmetric Relation Algebras with a Flexible Atom	20
Flexible FOND Planning with Explicit Fairness Assumptions	20
Introduction to the Special Track on Artificial Intelligence and COVID-19	19
Learning to Design Fair and Private Voting Rules	18
Initialization of Feature Selection Search for Classification	17
Classes of Hard Formulas for QBF Resolution	17
Fair and Efficient Allocation of Scarce Resources Based on Predicted Outcomes: Implications for Homeless Service Delivery	16
AI for All: Identifying AI incidents Related to Diversity and Inclusion	16
Learning to Resolve Social Dilemmas: A Survey	15
Expected 1.x Makespan-Optimal Multi-Agent Path Finding on Grid Graphs in Low Polynomial Time	15
Certified Dominance and Symmetry Breaking for Combinatorial Optimisation	15
Reasoning over Streams of Events with Delayed Effects	15
Boolean Observation Games	14
On the Convergence of Swap Dynamics to Pareto-Optimal Matchings	14
Finite Materialisability of Datalog Programs with Metric Temporal Operators	14
Methods for Recovering Conditional Independence Graphs: A Survey	14
Incremental Learning Methodologies for Addressing Catastrophic Forgetting: Analysis and Experimental Evaluation	13
Ordinal Maximin Share Approximation for Goods	13
Fine-grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning	13
Digraph k-Coloring Games: New Algorithms and Experiments	13
Predicting Decisions in Language Based Persuasion Games	13
Estimating Agent Skill in Continuous Action Domains	13
MRC and Transfer Learning Framework for Document-level Event Factuality Identification with Heterogeneous Spectral Attention Networks	12
A Survey on Data Selection for LLM Instruction Tuning	12
Diagnosing AI Explanation Methods with Folk Concepts of Behavior	12
Proof Theory and Decision Procedures for Deontic STIT Logics	12
Proactive Dynamic Distributed Constraint Optimization Problems	12
Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?	12
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits	12
Multi-Modal Attentive Prompt Learning for Few-shot Emotion Recognition in Conversations	12
Impact of Imputation Strategies on Fairness in Machine Learning	11
On the Indecisiveness of Kelly-Strategyproof Social Choice Functions	11
Fair Influence Maximization in Large-scale Social Networks Based on Attribute-aware Reverse Influence Sampling	10
Probabilistically Tightened Linear Relaxation-based Perturbation Analysis for Neural Network Verification	10
Exploiting Functional Constraints in Automatic Dominance Breaking for Constraint Optimization	10
CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization	10
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods	10

A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer	10
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges	10
Towards an Ontology-Driven Approach to Document Bias	10
Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction	10
Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities	9
Robust Control for Dynamical Systems with Non-Gaussian Noise via Formal Abstractions	9
On the Evaluation of (Meta-)solver Approaches	9
From Single-Objective to Bi-Objective Maximum Satisfiability Solving	9
Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems	9
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features	9
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems	9
Maximisation of Admissible Multi-Objective Heuristics	9
Towards Generalist Robot Learning from Internet Video: A Survey	9
An Oracle-Guided Approach to Constrained Policy Synthesis Under Uncertainty	8
TOOLTANGO: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis	8
Reinforcement Learning from Optimization Proxy for Ride-Hailing Vehicle Relocation	8
MA-LAMA: Exploiting the Multi-Agent Nature of Temporal Planning Problems	8
Finding and Recognizing Popular Coalition Structures	8
Non-Crossing Anonymous MAPF for Tethered Robots	8
On the Parallel Parameterized Complexity of MaxSAT Variants	8
A Principled Distributional Approach to Trajectory Similarity Measurement and its Application to Anomaly Detection	8
Qualitative Reasoning about 2D Cardinal Directions using Answer Set Programming	8
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning	7
Core Challenges in Embodied Vision-Language Planning	7
Doubly Robust Crowdsourcing	7
Principles and their Computational Consequences for Argumentation Frameworks with Collective Attacks	7
How to Tell Easy from Hard: Complexities of Conjunctive Query Entailment in Extensions of ALC	7
Inductive Logic Programming At 30: A New Introduction	7
Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation	6
The Complexity of Matching Games: A Survey	6
Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation	6
Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management	6
Joint Optimization of Concave Scalarized Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm	6
Prediction of Social Dynamic Agents and Long-Tailed Learning Challenges: A Survey	6
Automatically Finding the Right Probabilities in Bayesian Networks	6
On Dynamics in Structured Argumentation Formalisms	6
The Complexity of Subelection Isomorphism Problems	6
LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking	5
Improving Mutual Information Based Feature Selection by Boosting Unique Relevance	5
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach	5
Amortized Variational Inference: A Systematic Review	5
Mixed Fair Division: A Survey	5
Neural Character-Level Syntactic Parsing for Chinese	5
Forgetting in Abstract Argumentation: Limits and Possibilities	5
Actor Prioritized Experience Replay	5
Against The Achilles' Heel: A Survey on Red Teaming for Generative Models	5
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks	5
Computational Machine Ethics: A Survey	5
An Algorithm with Improved Complexity for Pebble Motion/Multi-Agent Path Finding on Trees	5
Combining Constraint Programming and Machine Learning: From Current Progress to Future Opportunities	5
Symbolic Search for Cost-Optimal Planning with Expressive Model Extensions	4
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML	4
Agent-Based Modeling for Predicting Pedestrian Trajectories Around an Autonomous Vehicle	4
Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies	4
Empirical Game Theoretic Analysis: A Survey	4
Admissibility in Probabilistic Argumentation	4
MallobSat: Scalable SAT Solving by Clause Sharing	4
DeepSym: Deep Symbol Generation and Rule Learning for Planning from Unsupervised Robot Interaction	4
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis	4
Approximate Counting of Linear Extensions in Practice	4
Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey	4
Improving Local Search Algorithm for Pseudo Boolean Optimization	4
Counting Complexity for Reasoning in Abstract Argumentation	4
Synthesis and Properties of Optimally Value-Aligned Normative Systems	4
Computing Unsatisfiable Cores for LTLf Specifications	4
Fairness in Forecasting of Observations of Linear Dynamical Systems	4
Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness	4
Separating and Collapsing Electoral Control Types	4
Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent	4
Multi-Agent Advisor Q-Learning	4
Information Lattice Learning	4
sEMG-Based Upper Limb Movement Classifier: Current Scenario and Upcoming Challenges	4
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models	4
Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation	4
Towards Evidence Retrieval Cost Reduction in Abstract Argumentation Frameworks with Fallible Evidence	4
Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models	4
Explainable Deep Learning: A Field Guide for the Uninitiated	4
Path-Planning on a Spherical Surface with Disturbances and Exclusion Zones	4
Efficient and Fair Healthcare Rationing	4
Scalable Neural-Probabilistic Answer Set Programming	4

Correct Explanations and How to Define Them: Properties and Metrics for Measuring Correctness of Three Forms of ML Model Input/Output Behaviour Explanations	4
conDENSE: Conditional Density Estimation for Time Series Anomaly Detection	4
Generating Streamlining Constraints with Large Language Models	4
Best of Both Worlds: Agents with Entitlements	3
Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents	3
The Computational Complexity of ReLU Network Training Parameterized by Data Dimensionality	3
Improving Reproducibility in AI Research: Four Mechanisms Adopted by JAIR	3
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning	3
General Policies, Subgoal Structure, and Planning Width	3
Detecting Generative Model Inversion Attacks for Protecting Intellectual Property of Deep Neural Networks	3
Solving Overlapping Coalition Structure Generation in Task-Based Settings	3
A Survey of Methods for Automated Algorithm Configuration	3
Individual Fairness, Base Rate Tracking and the Lipschitz Condition	3
Marginal Distance and Hilbert-Schmidt Covariances-Based Independence Tests for Multivariate Functional Data	3
Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem	3
Satisfiability Modulo User Propagators	3
Existence, Computation and Efficiency of Nash Stable Outcomes in Hedonic Skill Games	3
Object-agnostic Affordance Categorization via Unsupervised Learning of Graph Embeddings	3
Query-driven Qualitative Constraint Acquisition	3
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems	3
Right Place, Right Time: Proactive Multi-Robot Task Allocation Under Spatiotemporal Uncertainty	3
Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent	3
Effi	3
Deciding FO-rewritability of Regular Languages and Ontology-Mediated Queries in Linear Temporal Logic	3
Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination	3
On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios	3
Generative Curricula for Multi-Agent Path Finding via Unsupervised and Reinforcement Learning	3
Improving Resource Allocations by Sharing in Pairs	3
CPM-based Hierarchical Text Classification	3
Declarative Approaches to Outcome Determination in Judgment Aggregation	3
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text	3
Towards Trustworthy AI-Enabled Decision Support Systems: Validation of the Multisource AI Scorecard Table (MAST)	3
Communication-Aware Local Search for Distributed Constraint Optimization	3
Efficient Ontology-Mediated Query Answering: Extending DL-liteR and Linear ELH	3
Stability in Online Coalition Formation	3
Detecting Change Intervals with Isolation Distributional Kernel	2
Favoring Eagerness for Remaining Items: Designing Efficient, Fair, and Strategyproof Mechanisms	2
Online Bin Packing with Predictions	2
On the Equivalence between Logic Programs and Bipolar Argumentation Frameworks	2
On the Trade-off between Redundancy and Cohesiveness in Extractive Summarization	2
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models	2
MAT2I: Enhancing Perceptual Authenticity in Text-to-Image Synthesis using Multi-Attribute Generative Adversarial Networks	2
From Knowledge to Action: Logics of Permitted and Obligatory Announcements	2
Principles for Responsible AI Consciousness Research	2
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning	2
A Scoping Study on AI Affordances in Early Childhood Education: Mapping the Global Landscape, Identifying Research Gaps, and Charting Future Research Directions	2
Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning	2
Adaptive Few-Shot Class-Incremental Learning via Latent Variable Models	2
Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis	2
Recursion in Abstract Argumentation is Hard --- On the Complexity of Semantics Based on Weak Admissibility	2
Motion Planning Under Uncertainty with Complex Agents and Environments via Hybrid Search	2
Improving Label Error Detection and Elimination with Uncertainty Quantification	2
A Portfolio Approach to Massively Parallel Bayesian Optimization	2
Collective Belief Revision	2
DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning	2
Scaling Safe Policy Improvement: Monte Carlo Tree Search and Policy Iteration Strategies	2
Preferences Single-Peaked on a Tree: Multiwinner Elections and Structural Results	2
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework	2
Lifted Reasoning for Combinatorial Counting	2
TOMA: Computational Theory of Mind with Abstractions for Hybrid Intelligence	2
Towards Continual Reinforcement Learning: A Review and Perspectives	2
Approximate Implication for Probabilistic Graphical Models	2
A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search	2
Preserving Fairness in AI under Domain Shift	2
Using Constraint Propagation to Bound Linear Programs	2
AAN+: Generalized Average Attention Network for Accelerating Neural Transformer	2
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime	2
A Model to Support Collective Reasoning: Formalization, Analysis and Computational Assessment	2
Path Counting for Grid-Based Navigation	2
USN: A Robust Imitation Learning Method against Diverse Action Noise	2
Robustness Distributions in Neural Network Verification	2
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models	2
QCDCL vs QBF Resolution: Further Insights	2
A Practical Approach to Discretised PDDL+ Problems by Translation to Numeric Planning	2
On the Complexity of Finding Set Repairs for Data-Graphs	2
Decentralized, Decomposition-Based Observation Scheduling for a Large-Scale Satellite Constellation	2
Coopetition Against an Amazon	2
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models	2
Cross-domain Constituency Parsing by Leveraging Heterogeneous Data	2
DIGCN: A Dynamic Interaction Graph Convolutional Network Based on Learnable Proposals for Object Detection	2
Sequence-Oriented Diagnosis of Discrete-Event Systems	2
A Benchmark Study on Knowledge Graphs Enrichment and Pruning Methods in the Presence of Noisy Relationships	2
The TOAD System for Totally Ordered HTN Planning	2