neuro-symbolic learning

Neuro-symbolic Learning Yielding Logical Constraints NeurIPS 2023 Semantic Strengthening of Neuro-Symbolic Learning AISTATS 2023 Softened Symbol Grounding for Neuro-symbolic Systems ICLR 2023 Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework (Extended Abstract) IJCAI 2022 Learning First-Order Rules with Differentiable Logic Program Semantics IJCAI 2022 Learning Neuro-Symbolic Skills for Bilevel Planning CoRL 2022 MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks AAAI 2022 Neuro-symbolic entropy regularization UAI 2022 Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022 PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022 Safe Neurosymbolic Learning with Differentiable Symbolic Execution ICLR 2022 Semantic Probabilistic Layers for Neuro-Symbolic Learning NeurIPS 2022 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NeurIPS 2022 Abductive Knowledge Induction from Raw Data IJCAI 2021 Fast Abductive Learning by Similarity-based Consistency Optimization NeurIPS 2021 HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) AAAI 2021 Learning with Holographic Reduced Representations NeurIPS 2021 Neuro-Symbolic Approaches for Text-Based Policy Learning EMNLP 2021 Neuro-Symbolic Reinforcement Learning with First-Order Logic EMNLP 2021 PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL 2021 Generating Programmatic Referring Expressions via Program Synthesis ICML 2020