Journal of Artificial Intelligence Research

Article	Citations
Argumentative Reasoning in ASPIC+ under Incomplete Information	275
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	218
Optimality Guarantees for Particle Belief Approximation of POMDPs	124
Flexible Bayesian Nonlinear Model Configuration	116
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	102
Can We Automate Scientific Reviewing?	101
Graph Kernels: A Survey	99
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	86
Iterative Train Scheduling under Disruption with Maximum Satisfiability	82
Program Synthesis with Best-First Bottom-Up Search	73
The State of Computer Vision Research in Africa	62
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	59
Quantization Aware Factorization for Deep Neural Network Compression	57
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	55
Robust Reward Design for Markov Decision Processes	54
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	50
Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning	48
Certified Knowledge Compilation with Application to Formally Verified Model Counting	46
Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model	43
Uncertainty as a Fairness Measure	42
Strategy Graphs for Influence Diagrams	37
Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training	35
Fairness in Influence Maximization through Randomization	34
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	33
AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions	33

CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering	29
Learning Optimal Decision Sets and Lists with SAT	27
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	27
Low-Rank Representation of Reinforcement Learning Policies	26
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	26
Conditional Relative Frequency Distributions with Undefined Observations and Generalized Fuzzy Orthopartitions	26
Evolutionary Dynamics and Phi-Regret Minimization in Games	25
Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue	24
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?	24
An Overview of Environmental Features that Impact Deep Reinforcement Learning in Sparse-Reward Domains	24
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge	22
Threshold Treewidth and Hypertree Width	21
Performative Ethics From Within the Ivory Tower: How CS Practitioners Uphold Systems of Oppression	21
Experimental Design of Extractive Question-Answering Systems: Influence of Error Scores and Answer Length	20
The Complexity of Network Satisfaction Problems for Symmetric Relation Algebras with a Flexible Atom	19
Flexible FOND Planning with Explicit Fairness Assumptions	19
Fair and Efficient Allocation of Scarce Resources Based on Predicted Outcomes: Implications for Homeless Service Delivery	18
Introduction to the Special Track on Artificial Intelligence and COVID-19	18
On Expected Value Strong Controllability	18
Learning to Design Fair and Private Voting Rules	17
Classes of Hard Formulas for QBF Resolution	16
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
Learning to Resolve Social Dilemmas: A Survey	15
AI for All: Identifying AI incidents Related to Diversity and Inclusion	14
Initialization of Feature Selection Search for Classification	14
Reasoning over Streams of Events with Delayed Effects	14
Boolean Observation Games	13
Methods for Recovering Conditional Independence Graphs: A Survey	13
Finite Materialisability of Datalog Programs with Metric Temporal Operators	13
Ordinal Maximin Share Approximation for Goods	12
Estimating Agent Skill in Continuous Action Domains	12
Digraph k-Coloring Games: New Algorithms and Experiments	12
On the Convergence of Swap Dynamics to Pareto-Optimal Matchings	12
Quantum Mathematics in Artificial Intelligence	12
Incremental Learning Methodologies for Addressing Catastrophic Forgetting: Analysis and Experimental Evaluation	11
Proof Theory and Decision Procedures for Deontic STIT Logics	11
Proactive Dynamic Distributed Constraint Optimization Problems	11
Predicting Decisions in Language Based Persuasion Games	11
MRC and Transfer Learning Framework for Document-level Event Factuality Identification with Heterogeneous Spectral Attention Networks	11
CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization	11
A Survey on Data Selection for LLM Instruction Tuning	11
Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?	11
Multi-Modal Attentive Prompt Learning for Few-shot Emotion Recognition in Conversations	11
Fair Influence Maximization in Large-scale Social Networks Based on Attribute-aware Reverse Influence Sampling	10
On the Indecisiveness of Kelly-Strategyproof Social Choice Functions	10
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits	10
Diagnosing AI Explanation Methods with Folk Concepts of Behavior	10
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges	10
Impact of Imputation Strategies on Fairness in Machine Learning	10

Fine-grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning	10
Value Preferences Estimation and Disambiguation in Hybrid Participatory Systems	9
Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities	9
A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer	9
Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction	9
Exploiting Functional Constraints in Automatic Dominance Breaking for Constraint Optimization	9
Towards Generalist Robot Learning from Internet Video: A Survey	9
Detecting AI-Generated Text: Factors Influencing Detectability with Current Methods	9
Towards an Ontology-Driven Approach to Document Bias	9
From Single-Objective to Bi-Objective Maximum Satisfiability Solving	9
MA-LAMA: Exploiting the Multi-Agent Nature of Temporal Planning Problems	8
An Oracle-Guided Approach to Constrained Policy Synthesis Under Uncertainty	8
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems	8
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features	8
Non-Crossing Anonymous MAPF for Tethered Robots	8
Maximisation of Admissible Multi-Objective Heuristics	8
Principles and their Computational Consequences for Argumentation Frameworks with Collective Attacks	8
On the Parallel Parameterized Complexity of MaxSAT Variants	8
Robust Control for Dynamical Systems with Non-Gaussian Noise via Formal Abstractions	8
On the Evaluation of (Meta-)solver Approaches	8
Inductive Logic Programming At 30: A New Introduction	7
Reinforcement Learning from Optimization Proxy for Ride-Hailing Vehicle Relocation	7
TOOLTANGO: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis	7
Qualitative Reasoning about 2D Cardinal Directions using Answer Set Programming	7
Core Challenges in Embodied Vision-Language Planning	7
Finding and Recognizing Popular Coalition Structures	7
How to Tell Easy from Hard: Complexities of Conjunctive Query Entailment in Extensions of ALC	6
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning	6
Improving Mutual Information Based Feature Selection by Boosting Unique Relevance	6
Doubly Robust Crowdsourcing	6
Viewpoint: Hybrid Intelligence Supports Application Development for Diabetes Lifestyle Management	6
The Complexity of Subelection Isomorphism Problems	6
A Principled Distributional Approach to Trajectory Similarity Measurement and its Application to Anomaly Detection	6
Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation	6
Automatically Finding the Right Probabilities in Bayesian Networks	6
Computational Machine Ethics: A Survey	5
Against The Achilles' Heel: A Survey on Red Teaming for Generative Models	5
Amortized Variational Inference: A Systematic Review	5
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach	5
Forgetting in Abstract Argumentation: Limits and Possibilities	5
Prediction of Social Dynamic Agents and Long-Tailed Learning Challenges: A Survey	5
The Complexity of Matching Games: A Survey	5
Analysis of the Impact of Randomization of Search-Control Parameters in Monte-Carlo Tree Search	5
LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking	5
Mixed Fair Division: A Survey	5
Joint Optimization of Concave Scalarized Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm	5
Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation	5
Neural Character-Level Syntactic Parsing for Chinese	5
An Algorithm with Improved Complexity for Pebble Motion/Multi-Agent Path Finding on Trees	5
Task-Aware Verifiable RNN-Based Policies for Partially Observable Markov Decision Processes	5
On Dynamics in Structured Argumentation Formalisms	5
Actor Prioritized Experience Replay	4
Information Lattice Learning	4
Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey	4
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks	4
Generating Streamlining Constraints with Large Language Models	4
Towards Evidence Retrieval Cost Reduction in Abstract Argumentation Frameworks with Fallible Evidence	4
Approximate Counting of Linear Extensions in Practice	4
Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation	4
Counting Complexity for Reasoning in Abstract Argumentation	4
Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models	4
conDENSE: Conditional Density Estimation for Time Series Anomaly Detection	4
Agent-Based Modeling for Predicting Pedestrian Trajectories Around an Autonomous Vehicle	4
Synthesis and Properties of Optimally Value-Aligned Normative Systems	4
DeepSym: Deep Symbol Generation and Rule Learning for Planning from Unsupervised Robot Interaction	4
sEMG-Based Upper Limb Movement Classifier: Current Scenario and Upcoming Challenges	4
Symbolic Search for Cost-Optimal Planning with Expressive Model Extensions	4
Improving Local Search Algorithm for Pseudo Boolean Optimization	4
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML	4
Multi-Agent Advisor Q-Learning	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
Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination	3
Explainable Deep Learning: A Field Guide for the Uninitiated	3
Deciding FO-rewritability of Regular Languages and Ontology-Mediated Queries in Linear Temporal Logic	3
Efficient and Fair Healthcare Rationing	3
Admissibility in Probabilistic Argumentation	3
Computing Unsatisfiable Cores for LTLf Specifications	3
Empirical Game Theoretic Analysis: A Survey	3
Solving Overlapping Coalition Structure Generation in Task-Based Settings	3

Object-agnostic Affordance Categorization via Unsupervised Learning of Graph Embeddings	3
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems	3
On Generating Monolithic and Model Reconciling Explanations in Probabilistic Scenarios	3
Communication-Aware Local Search for Distributed Constraint Optimization	3
Fairness in Forecasting of Observations of Linear Dynamical Systems	3
A Survey of Methods for Automated Algorithm Configuration	3
MallobSat: Scalable SAT Solving by Clause Sharing	3
Individual Fairness, Base Rate Tracking and the Lipschitz Condition	3
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis	3
Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent	3
Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness	3
Best of Both Worlds: Agents with Entitlements	3
Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent	3
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text	3
Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents	3
Improving Reproducibility in AI Research: Four Mechanisms Adopted by JAIR	3
Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models	3
The Computational Complexity of ReLU Network Training Parameterized by Data Dimensionality	3
Path-Planning on a Spherical Surface with Disturbances and Exclusion Zones	3
Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem	3
Separating and Collapsing Electoral Control Types	3
Efficient Ontology-Mediated Query Answering: Extending DL-liteR and Linear ELH	3
Multi-Label Classification Neural Networks with Hard Logical Constraints	3
Marginal Distance and Hilbert-Schmidt Covariances-Based Independence Tests for Multivariate Functional Data	3
Stability in Online Coalition Formation	3
Multilabel Classification with Partial Abstention: Bayes-Optimal Prediction under Label Independence	3
Existence, Computation and Efficiency of Nash Stable Outcomes in Hedonic Skill Games	3
Satisfiability Modulo User Propagators	3
Generative Curricula for Multi-Agent Path Finding via Unsupervised and Reinforcement Learning	3
Effi	3
Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies	3
From Knowledge to Action: Logics of Permitted and Obligatory Announcements	2
Collective Belief Revision	2
Lifted Reasoning for Combinatorial Counting	2
USN: A Robust Imitation Learning Method against Diverse Action Noise	2
Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis	2
Using Constraint Propagation to Bound Linear Programs	2
Understanding Sample Generation Strategies for Learning Heuristic Functions in Classical Planning	2
Coopetition Against an Amazon	2
A Scoping Study on AI Affordances in Early Childhood Education: Mapping the Global Landscape, Identifying Research Gaps, and Charting Future Research Directions	2
Cross-domain Constituency Parsing by Leveraging Heterogeneous Data	2
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework	2
AAN+: Generalized Average Attention Network for Accelerating Neural Transformer	2
On the Complexity of Finding Set Repairs for Data-Graphs	2
Declarative Approaches to Outcome Determination in Judgment Aggregation	2
Motion Planning Under Uncertainty with Complex Agents and Environments via Hybrid Search	2
Detecting Generative Model Inversion Attacks for Protecting Intellectual Property of Deep Neural Networks	2
QCDCL vs QBF Resolution: Further Insights	2
DIGCN: A Dynamic Interaction Graph Convolutional Network Based on Learnable Proposals for Object Detection	2
A Practical Approach to Discretised PDDL+ Problems by Translation to Numeric Planning	2
Online Bin Packing with Predictions	2
A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search	2
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning	2
Approximate Implication for Probabilistic Graphical Models	2
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models	2
TOMA: Computational Theory of Mind with Abstractions for Hybrid Intelligence	2
Principles for Responsible AI Consciousness Research	2
A Benchmark Study on Knowledge Graphs Enrichment and Pruning Methods in the Presence of Noisy Relationships	2
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime	2
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning	2
Towards Continual Reinforcement Learning: A Review and Perspectives	2
CPM-based Hierarchical Text Classification	2
Towards Trustworthy AI-Enabled Decision Support Systems: Validation of the Multisource AI Scorecard Table (MAST)	2
Teaching People by Justifying Tree Search Decisions: An Empirical Study in Curling	2
Robustness Distributions in Neural Network Verification	2
On the Trade-off between Redundancy and Cohesiveness in Extractive Summarization	2
Adaptive Few-Shot Class-Incremental Learning via Latent Variable Models	2
Recursion in Abstract Argumentation is Hard --- On the Complexity of Semantics Based on Weak Admissibility	2
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models	2
Sequence-Oriented Diagnosis of Discrete-Event Systems	2
The TOAD System for Totally Ordered HTN Planning	2
A Model to Support Collective Reasoning: Formalization, Analysis and Computational Assessment	2
Improving Resource Allocations by Sharing in Pairs	2
The RL/LLM Taxonomy Tree: Reviewing Synergies Between Reinforcement Learning and Large Language Models	2
Preserving Fairness in AI under Domain Shift	2
Decentralized, Decomposition-Based Observation Scheduling for a Large-Scale Satellite Constellation	2
Query-driven Qualitative Constraint Acquisition	2
Detecting Change Intervals with Isolation Distributional Kernel	2
General Policies, Subgoal Structure, and Planning Width	2
Right Place, Right Time: Proactive Multi-Robot Task Allocation Under Spatiotemporal Uncertainty	2