apayani / ILP
☆10Updated 5 years ago
Alternatives and similar repositories for ILP:
Users that are interested in ILP 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
- Neural Logic Inductive Learning☆42Updated 2 years ago
- Neuro-Symbolic Hierarchical Rule Induction☆12Updated 2 years ago
- Logic Reinforcement Learning☆16Updated 8 months ago
- Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…☆50Updated 3 years ago
- Code for Learning to Synthesize Programs as Interpretable and Generalizable Policies in NeurIPS 2021☆37Updated 2 years ago
- Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"☆45Updated last year
- Neurosymbolic transformers for multi-agent communication.☆22Updated 4 years ago
- Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)☆75Updated 5 years ago
- Nethack Learning Environment Wrapper for Language Interface☆36Updated last year
- Implementation of the Off Belief Learning algorithm.☆46Updated 2 years ago
- Experimentation framework for Popper☆22Updated 11 months ago
- Symbolic Reinforcement Learning using Inductive Logic Programming☆62Updated 2 years ago
- A public repository for "Write, Execute, Assess: Program Synthesis With a REPL" project by Kevin Ellis, Max Nye, Yewen Pu, Felix Sosa, Jo…☆37Updated 4 years ago
- Abstract Reasoning with Graph Abstractions (ARGA) implementation☆61Updated 8 months ago
- ☆36Updated 4 months ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Implements the Messenger environment and EMMA model.☆23Updated last year
- ☆22Updated this week
- krazy grid world☆25Updated 5 years ago
- Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.☆23Updated 2 years ago
- Object Centric Atari games☆71Updated this week
- ☆24Updated 2 years ago
- Github repo for HIDIO: Hierarchical Reinforcement Learning by Discovering Intrinsic Options☆45Updated 3 years ago
- Soft Actor-Critic☆144Updated 7 years ago
- DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning☆21Updated 3 years ago
- Code for "Learning Compositional Rules via Neural Program Synthesis"☆60Updated 4 years ago
- Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis☆38Updated 2 years ago
- Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu☆104Updated 2 years ago
- [ICLR 2022 Spotlight] Multi-Stage Episodic Control for Strategic Exploration in Text Games☆14Updated 3 years ago