OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Artificial Intelligence Research is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-04-01 to 2025-04-01.)

Article	Citations
Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof	351
The Computational Complexity of ReLU Network Training Parameterized by Data Dimensionality	179
Labeled Bipolar Argumentation Frameworks	138
On Centralized Critics in Multi-Agent Reinforcement Learning	106
A Metric Space for Point Process Excitations	90
Marginal Distance and Hilbert-Schmidt Covariances-Based Independence Tests for Multivariate Functional Data	84
Prosociality in Microtransit	72
A Portfolio Approach to Massively Parallel Bayesian Optimization	67
Control by Adding or Deleting Edges in Graph-Restricted Weighted Voting Games	66
Hierarchical Decompositions and Termination Analysis for Generalized Planning	65
Favoring Eagerness for Remaining Items: Designing Efficient, Fair, and Strategyproof Mechanisms	58
Path Counting for Grid-Based Navigation	56
Relevance in Belief Update	56
An Oracle-Guided Approach to Constrained Policy Synthesis Under Uncertainty	46
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features	46
The Jiminy Advisor: Moral Agreements among Stakeholders Based on Norms and Argumentation	45
Fairness in Forecasting of Observations of Linear Dynamical Systems	45
Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem	42
Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies	40
Reasoning with PCP-Nets	37
Efficient Learning of Interpretable Classification Rules	36
Qualitative Reasoning about 2D Cardinal Directions using Answer Set Programming	34
Can We Automate Scientific Reviewing?	33
Tackling Cooperative Incompatibility for Zero-Shot Human-AI Coordination	32
Reinforcement Learning from Optimization Proxy for Ride-Hailing Vehicle Relocation	29

Mining ℰℒ⊥ Bases with Adaptable Role Depth	27
On the Evaluation of (Meta-)solver Approaches	27
Robust Average-Reward Reinforcement Learning	27
A Survey of Learning Criteria Going Beyond the Usual Risk	24
Maximisation of Admissible Multi-Objective Heuristics	23
Non-Crossing Anonymous MAPF for Tethered Robots	23
Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies	23
Classical Planning in Deep Latent Space	22
On the Parallel Parameterized Complexity of MaxSAT Variants	21
Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents	20
Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach	19
Representative Committees of Peers	18
Practical Parallel Algorithms for Non-Monotone Submodular Maximization	17
Approximating Perfect Recall when Model Checking Strategic Abilities: Theory and Applications	17
Planning with Critical Section Macros: Theory and Practice	16
Flexible Bayesian Nonlinear Model Configuration	16
Optimality Guarantees for Particle Belief Approximation of POMDPs	16
Structure in Deep Reinforcement Learning: A Survey and Open Problems	16
Set-to-Sequence Methods in Machine Learning: A Review	14
Undesirable Biases in NLP: Addressing Challenges of Measurement	14
Maximal Combinations of Fairness Definitions	13
Best of Both Worlds: Agents with Entitlements	13
TOOLTANGO: Common sense Generalization in Predicting Sequential Tool Interactions for Robot Plan Synthesis	13
Mitigating Value Hallucination in Dyna-Style Planning via Multistep Predecessor Models	12
Exploiting Contextual Target Attributes for Target Sentiment Classification	12
Automated Dynamic Algorithm Configuration	11
Principles and their Computational Consequences for Argumentation Frameworks with Collective Attacks	11
QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer	11
Finding and Recognizing Popular Coalition Structures	11
Reviewer Assignment Problem: A Systematic Review of the Literature	11
Core Challenges in Embodied Vision-Language Planning	11
A Principled Distributional Approach to Trajectory Similarity Measurement and its Application to Anomaly Detection	10
Inductive Logic Programming At 30: A New Introduction	10
Path-Planning on a Spherical Surface with Disturbances and Exclusion Zones	10
A Survey of Methods for Automated Algorithm Configuration	10
Combinatorial Multi-Armed Bandits with Fairness Constraints: An Online Convex Optimization Perspective	10
On Dynamics in Structured Argumentation Formalisms	9
Graph Kernels: A Survey	9
Asymptotics of K-Fold Cross Validation	9
Pure Nash Equilibria in Resource Graph Games	8
Automated Reinforcement Learning (AutoRL): A Survey and Open Problems	8
Competitive Equilibria with a Constant Number of Chores	8
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models	8
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities	8
Dimensional Inconsistency Measures and Postulates in Spatio-Temporal Databases	8
Playing Codenames with Language Graphs and Word Embeddings	7
CoLLIE: Continual Learning of Language Grounding from Language-Image Embeddings	7
Object-agnostic Affordance Categorization via Unsupervised Learning of Graph Embeddings	7
Visually Grounded Language Learning: A Review of Language Games, Datasets, Tasks, and Models	7
Viewpoint: Ethical By Designer - How to Grow Ethical Designers of Artificial Intelligence	7

The LM-Cut Heuristic Family for Optimal Numeric Planning with Simple Conditions	7
CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding	7
Improving Reproducibility in AI Research: Four Mechanisms Adopted by JAIR	7
Optimal Any-Angle Pathfinding on a Sphere	7
An Extensive Empirical Evaluation of Inferring Preconditions and Effects of Compound Tasks in Ground HTN Planning Problems	6
Uncertainty as a Fairness Measure	6
On the Computational Complexity of Non-Dictatorial Aggregation	6
Scalable Primal Heuristics Using Graph Neural Networks for Combinatorial Optimization	6
Solving the Watchman Route Problem with Heuristic Search	6
Semantic Alignment of Malicious Question Based on Contrastive Semantic Networks and Data Augmentation	6
Quantization Aware Factorization for Deep Neural Network Compression	6
Chance-constrained Static Schedules for Temporally Probabilistic Plans	6
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach	6
Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques	6
Efficient Local Search based on Dynamic Connectivity Maintenance for Minimum Connected Dominating Set	6
Viewpoint: Artificial Intelligence Accidents Waiting to Happen?	6
Satisfiability Modulo User Propagators	6
Two-phase Multi-document Event Summarization on Core Event Graphs	6
Exploring the Tradeoff Between System Profit and Income Equality Among Ride-hailing Drivers	5
Cultural Bias in Explainable AI Research: A Systematic Analysis	5
Doubly Robust Crowdsourcing	5
Automatically Finding the Right Probabilities in Bayesian Networks	5
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning	5
Deciding FO-rewritability of Regular Languages and Ontology-Mediated Queries in Linear Temporal Logic	5
Graphmax for Text Generation	5
Welfare Guarantees in Schelling Segregation	5
Computational Machine Ethics: A Survey	5
Data-Driven Revision of Conditional Norms in Multi-Agent Systems	5
Individual Fairness, Base Rate Tracking and the Lipschitz Condition	5
A Fortiori Case-Based Reasoning: From Theory to Data	5
On Quantifying Literals in Boolean Logic and its Applications to Explainable AI	5
How to Tell Easy from Hard: Complexities of Conjunctive Query Entailment in Extensions of ALC	5
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks	4
Right Place, Right Time: Proactive Multi-Robot Task Allocation Under Spatiotemporal Uncertainty	4
Experimental Comparison and Survey of Twelve Time Series Anomaly Detection Algorithms	4
Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges	4
Steady-State Planning in Expected Reward Multichain MDPs	4
Iterative Train Scheduling under Disruption with Maximum Satisfiability	4
The Complexity of Matching Games: A Survey	4
Proofs and Certificates for Max-SAT	4
Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies	4
Incremental Event Calculus for Run-Time Reasoning	4
On the Cluster Admission Problem for Cloud Computing	4
Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation	4
Program Synthesis with Best-First Bottom-Up Search	4
Joint Optimization of Concave Scalarized Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm	4
Prediction of Social Dynamic Agents and Long-Tailed Learning Challenges: A Survey	4