claireaoi / hierarchical-rule-induction
Neuro-Symbolic Hierarchical Rule Induction
☆11Updated 2 years ago
Alternatives and similar repositories for hierarchical-rule-induction:
Users that are interested in hierarchical-rule-induction are comparing it to the libraries listed below
- Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games☆41Updated last year
- ☆43Updated last year
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆26Updated last year
- Neural Logic Inductive Learning☆41Updated 2 years ago
- Logic Reinforcement Learning☆15Updated 7 months ago
- PDDL planner interface for PDDLGym.☆29Updated last year
- A curated paper list on neural symbolic and probabilistic logic.☆120Updated last year
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆50Updated 3 years ago
- The Neuro-Symbolic Forward Reasoner☆22Updated last year
- PyTorch implementation of Logic Tensor Networks, a Neural-Symbolic framework.☆99Updated 4 months ago
- Few-shot Bayesian Imitation Learning with Policies as Logic over Programs☆19Updated 2 years ago
- Experimentation framework for Popper☆21Updated 9 months ago
- Official data and code for our paper Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning☆48Updated 3 years ago
- Code for the paper: "Causal Influence Detection for Improving Efficiency in Reinforcement Learning", by Seitzer, M., Schölkopf, B., Marti…☆37Updated 2 years ago
- ☆37Updated 3 months ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated 11 months ago
- maze datasets for investigating OOD behavior of ML systems☆22Updated this week
- Knowledge-Aware RL agents with Commonsense Reasoning☆75Updated 2 years ago
- ☆15Updated last year
- Scalable Training of Propositional Logical Neural Networks.☆13Updated 3 years ago
- A Scalable Approximate Method for Probabilistic Neurosymbolic Inference☆13Updated 2 weeks ago
- ☆19Updated this week
- Implementation of PDFAs and PDFA learning algorithm.☆11Updated 4 years ago
- Implements the Messenger environment and EMMA model.☆23Updated last year
- ☆28Updated last year
- ☆24Updated 4 years ago
- ☆56Updated last year
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆19Updated 11 months ago
- ☆18Updated last year