Journal of Artificial Intelligence Research (JAIR) - 2020

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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 2020 84 0.48 3.83 4.0 1.17 0.5 2.17 71.43% 16.67%
Pseudocode
Open Source Code
Open Datasets
Dataset Splits
Hardware Specification
Software Dependencies
Experiment Setup
A Differential Privacy Mechanism that Accounts for Network Effects for Crowdsourcing Systems 3
A General Approach to Multimodal Document Quality Assessment 4
A Global Constraint for the Exact Cover Problem: Application to Conceptual Clustering 5
A Set of Recommendations for Assessing Human–Machine Parity in Language Translation 3
AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms 4
ASNets: Deep Learning for Generalised Planning 6
Adapting Behavior via Intrinsic Reward: A Survey and Empirical Study 4
Adaptive Stress Testing: Finding Likely Failure Events with Reinforcement Learning 5
Adversarial Attacks on Crowdsourcing Quality Control 3
Agreement on Target-Bidirectional Recurrent Neural Networks for Sequence-to-Sequence Learning 6
An Evaluation of Communication Protocol Languages for Engineering Multiagent Systems 0
Annotator Rationales for Labeling Tasks in Crowdsourcing 4
Automated Conjecturing II: Chomp and Reasoned Game Play 2
Belief change and 3-valued logics: Characterization of 19,683 belief change operators 0
Best-First Enumeration Based on Bounding Conflicts, and its Application to Large-scale Hybrid Estimation 4
Blind Spot Detection for Safe Sim-to-Real Transfer 3
Bounds on the Size of PC and URC Formulas 2
Bridging the Gap Between Probabilistic Model Checking and Probabilistic Planning: Survey, Compilations, and Empirical Comparison 5
Catching Cheats: Detecting Strategic Manipulation in Distributed Optimisation of Electric Vehicle Aggregators 3
Compositionality Decomposed: How do Neural Networks Generalise? 4
Computing Bayes-Nash Equilibria in Combinatorial Auctions with Verification 4
Conservative Extensions in Horn Description Logics with Inverse Roles 0
Constraint and Satisfiability Reasoning for Graph Coloring 6
Contiguous Cake Cutting: Hardness Results and Approximation Algorithms 1
Contrasting the Spread of Misinformation in Online Social Networks 6
Credibility-limited Base Revision: New Classes and Their Characterizations 0
Deep Reinforcement Learning: A State-of-the-Art Walkthrough 1
Diagnosis of Deep Discrete-Event Systems 1
Epistemic Argumentation Framework: Theory and Computation 1
Fair Allocation with Diminishing Differences 3
Gradient-based Learning Methods Extended to Smooth Manifolds Applied to Automated Clustering 6
Graph Width Measures for CNF-Encodings with Auxiliary Variables 0
HTN Planning as Heuristic Progression Search 5
Hedonic Games with Ordinal Preferences and Thresholds 1
How to Do Things with Words: A Bayesian Approach 0
Image Captioning using Facial Expression and Attention 3
Improved High Dimensional Discrete Bayesian Network Inference using Triplet Region Construction 6
Improving Nash Social Welfare Approximations 1
Incompatibilities Between Iterated and Relevance-Sensitive Belief Revision 0
Incomplete Preferences in Single-Peaked Electorates 4
Jointly Improving Parsing and Perception for Natural Language Commands through Human-Robot Dialog 3
Learning the Language of Software Errors 4
Lifted Bayesian Filtering in Multiset Rewriting Systems 3
Mapping the landscape of Artificial Intelligence applications against COVID-19 1
Maximin Share Allocations on Cycles 1
Modular Structures and Atomic Decomposition in Ontologies 5
Neural Machine Translation: A Review 3
On Sparse Discretization for Graphical Games 0
On the Complexity of Learning a Class Ratio from Unlabeled Data 0
Ontology Reasoning with Deep Neural Networks 5
Planning High-Level Paths in Hostile, Dynamic, and Uncertain Environments 5
Planning for Hybrid Systems via Satisfiability Modulo Theories 5
Point at the Triple: Generation of Text Summaries from Knowledge Base Triples 5
Predicting Strategic Behavior from Free Text 4
Preferences Single-Peaked on a Circle 1
Properties of Switch-List Representations of Boolean Functions 0
Qualitative Numeric Planning: Reductions and Complexity 3
Regret Bounds for Reinforcement Learning via Markov Chain Concentration 1
Representing Fitness Landscapes by Valued Constraints to Understand the Complexity of Local Search 0
Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes 1
Robust Multi-Agent Path Finding and Executing 4
Saturated Cost Partitioning for Optimal Classical Planning 4
Scalable Planning with Deep Neural Network Learned Transition Models 4
Simulating Offender Mobility: Modeling Activity Nodes from Large-Scale Human Activity Data 4
Sliding-Window Thompson Sampling for Non-Stationary Settings 2
Solving Delete Free Planning with Relaxed Decision Diagram Based Heuristics 5
Structure from Randomness in Halfspace Learning with the Zero-One Loss 3
Subgoaling Techniques for Satisficing and Optimal Numeric Planning 6
TensorLog: A Probabilistic Database Implemented Using Deep-Learning Infrastructure 5
The 2^k Neighborhoods for Grid Path Planning 4
The Bottleneck Simulator: A Model-Based Deep Reinforcement Learning Approach 4
The Complexity Landscape of Outcome Determination in Judgment Aggregation 0
The Effects of Experience on Deception in Human-Agent Negotiation 0
The Force Awakens: Artificial Intelligence for Consumer Law 0
The Impact of Treewidth on Grounding and Solving of Answer Set Programs 5
The PETLON Algorithm to Plan Efficiently for Task-Level-Optimal Navigation 3
The Parameterized Complexity of Motion Planning for Snake-Like Robots 1
To Regulate or Not: A Social Dynamics Analysis of an Idealised AI Race 1
Towards Knowledgeable Supervised Lifelong Learning Systems 5
Towards Partial Order Reductions for Strategic Ability 2
Using Machine Learning for Decreasing State Uncertainty in Planning 4
Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer 3
Variational Bayes In Private Settings (VIPS) 5
Vocabulary Alignment in Openly Specified Interactions 1