Knowledge & Reasoning

Learning Differentiable Tensegrity Dynamics using Graph Neural Networks CoRL 2024 Learning Discrete Concepts in Latent Hierarchical Models NeurIPS 2024 Learning Discrete Latent Variable Structures with Tensor Rank Conditions NeurIPS 2024 Learning Divergence Fields for Shift-Robust Graph Representations ICML 2024 Learning Domain-Independent Heuristics for Grounded and Lifted Planning AAAI 2024 Learning Gaussian DAGs from Network Data JMLR 2024 Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes AISTATS 2024 Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024 Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity NeurIPS 2024 Learning Logic Programs by Discovering Higher-Order Abstractions IJCAI 2024 Learning Low-dimensional Multi-domain Knowledge Graph Embedding via Dual Archimedean Spirals ACL 2024 Learning MDL Logic Programs from Noisy Data AAAI 2024 Learning Mixtures of Unknown Causal Interventions NeurIPS 2024 Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024 Learning Neuro-Symbolic Abstractions for Robot Planning and Learning AAAI 2024 Learning Planning Abstractions from Language ICLR 2024 Learning Planning Domains from Non-redundant Fully-Observed Traces: Theoretical Foundations and Complexity Analysis AAAI 2024 Learning Representations for Hierarchies with Minimal Support NeurIPS 2024 Learning Safe Action Models with Partial Observability AAAI 2024 Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias ICML 2024 Learning Structure-Aware Representations of Dependent Types NeurIPS 2024 Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise AAAI 2024 Learning the Topology and Behavior of Discrete Dynamical Systems AAAI 2024 Learning to Learn in Interactive Constraint Acquisition AAAI 2024 Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning AAAI 2024