Journal of Artificial Intelligence Research (JAIR) - 2023

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Venue Year Papers
Repro. Score Reproducibility Score based on Gundersen et al. (2025)
Doc. Mean Doc. Median Dataset Doc. Code Doc. Other Doc. % Empirical % Industry Website
JAIR 2023 100 0.51 4.11 4.0 1.2 0.59 2.33 61.0% 19.67%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
A Benchmark Study on Knowledge Graphs Enrichment and Pruning Methods in the Presence of Noisy Relationships 4
A Comprehensive Survey on Deep Graph Representation Learning Methods 0
A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks 5
A Logic of East and West 1
A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer 4
A Model to Support Collective Reasoning: Formalization, Analysis and Computational Assessment 4
A Practical Approach to Discretised PDDL+ Problems by Translation to Numeric Planning 6
A Survey of Learning Criteria Going Beyond the Usual Risk 0
A Survey of Zero-shot Generalisation in Deep Reinforcement Learning 0
A Survey on Understanding and Representing Privacy Requirements in the Internet-of-Things 0
A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg 3
Achieving Zero Constraint Violation for Concave Utility Constrained Reinforcement Learning via Primal-Dual Approach 2
Actor Prioritized Experience Replay 7
Amortized Variational Inference: A Systematic Review 1
An Overview of Environmental Features that Impact Deep Reinforcement Learning in Sparse-Reward Domains 2
Asymptotics of K-Fold Cross Validation 3
Automatically Finding the Right Probabilities in Bayesian Networks 4
Certified Dominance and Symmetry Breaking for Combinatorial Optimisation 6
Characterizing Tseitin-Formulas with Short Regular Resolution Refutations 0
Classes of Hard Formulas for QBF Resolution 0
Clustering what Matters: Optimal Approximation for Clustering with Outliers 0
Collective Belief Revision 0
Competitive Equilibria with a Constant Number of Chores 1
Complexity of Computing the Shapley Value in Partition Function Form Games 0
Computational Modelling of Quantifier Use: Corpus, Models, and Evaluation 5
Contract Scheduling with Predictions 2
Coopetition Against an Amazon 1
Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation 4
Deciding FO-rewritability of Regular Languages and Ontology-Mediated Queries in Linear Temporal Logic 0
Diagnosing AI Explanation Methods with Folk Concepts of Behavior 0
Distributed Bayesian: A Continuous Distributed Constraint Optimization Problem Solver 4
Domain-Specific Heuristics in Answer Set Programming: A Declarative Non-Monotonic Approach 6
Dynamic Controllability of Temporal Plans in Uncertain and Partially Observable Environments 1
Efficient Multi-Goal Reinforcement Learning via Value Consistency Prioritization 5
Efficiently Explaining CSPs with Unsatisfiable Subset Optimization 6
Embedding Ontologies in the Description Logic ALC by Axis-Aligned Cones 0
Equivalence in Argumentation Frameworks with a Claim-centric View: Classical Results with Novel Ingredients 0
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning 4
Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis 6
Exploiting Functional Constraints in Automatic Dominance Breaking for Constraint Optimization 5
FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning 4
Fair Influence Maximization in Large-scale Social Networks Based on Attribute-aware Reverse Influence Sampling 4
Fair and Efficient Allocation of Scarce Resources Based on Predicted Outcomes: Implications for Homeless Service Delivery 3
Fairness in Forecasting of Observations of Linear Dynamical Systems 6
Favoring Eagerness for Remaining Items: Designing Efficient, Fair, and Strategyproof Mechanisms 1
Finite Materialisability of Datalog Programs with Metric Temporal Operators 1
First-Order Context-Specific Likelihood Weighting in Hybrid Probabilistic Logic Programs 4
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? 6
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks 6
Generalizing Group Fairness in Machine Learning via Utilities 3
Generating Random SAT Instances: Multiple Solutions could be Predefined and Deeply Hidden 3
Graphmax for Text Generation 6
Hierarchical Decompositions and Termination Analysis for Generalized Planning 3
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy 3
How to Tell Easy from Hard: Complexities of Conjunctive Query Entailment in Extensions of ALC 1
Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams 5
Improving Resource Allocations by Sharing in Pairs 1
Information Lattice Learning 4
Introduction to the Special Track on Artificial Intelligence and COVID-19 0
Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof 0
Lifted Reasoning for Combinatorial Counting 5
MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning 6
Maintenance of Plan Libraries for Case-Based Planning: Offline and Online Policies 5
Maximisation of Admissible Multi-Objective Heuristics 3
Measuring Fairness Under Unawareness of Sensitive Attributes: A Quantification-Based Approach 5
Mimicking Behaviors in Separated Domains 0
Mining ℰℒ⊥ Bases with Adaptable Role Depth 2
Negative Human Rights as a Basis for Long-term AI Safety and Regulation 0
Non-Crossing Anonymous MAPF for Tethered Robots 4
Object-agnostic Affordance Categorization via Unsupervised Learning of Graph Embeddings 4
On Centralized Critics in Multi-Agent Reinforcement Learning 3
On Dynamics in Structured Argumentation Formalisms 0
On Expected Value Strong Controllability 5
On Fair Division under Heterogeneous Matroid Constraints 1
On the Complexity of Finding Set Repairs for Data-Graphs 1
On the Evaluation of (Meta-)solver Approaches 2
On the Parallel Parameterized Complexity of MaxSAT Variants 1
Online Bin Packing with Predictions 4
Optimal and Efficient Auctions for the Gradual Procurement of Strategic Service Provider Agents 2
Optimality Guarantees for Particle Belief Approximation of POMDPs 4
Prediction of Social Dynamic Agents and Long-Tailed Learning Challenges: A Survey 1
Program Synthesis with Best-First Bottom-Up Search 4
QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer 5
Qualitative Reasoning about 2D Cardinal Directions using Answer Set Programming 6
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text 1
Reviewer Assignment Problem: A Systematic Review of the Literature 0
Robust Control for Dynamical Systems with Non-Gaussian Noise via Formal Abstractions 4
SAlign: A Graph Neural Attention Framework for Aligning Structurally Heterogeneous Networks 5
Scalable Neural-Probabilistic Answer Set Programming 5
Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation 3
Semiring Reasoning Frameworks in AI and Their Computational Complexity 1
Sequence-Oriented Diagnosis of Discrete-Event Systems 4
Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue 3
The Complexity of Matching Games: A Survey 0
The Jiminy Advisor: Moral Agreements among Stakeholders Based on Norms and Argumentation 0
Towards Green Automated Machine Learning: Status Quo and Future Directions 1
Viewpoint: Artificial Intelligence Accidents Waiting to Happen? 0
Visualizing the Implicit Model Selection Tradeoff 4
Your College Dorm and Dormmates: Fair Resource Sharing with Externalities 1
Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models 0