Alternatives and similar repositories for ILP

Users that are interested in ILP are comparing it to the libraries listed below

• k4ntz / NUDGE
  Logic Reinforcement Learning
  ☆17Updated last year
• jinala / multi-agent-neurosym-transformers
  Neurosymbolic transformers for multi-agent communication.
  ☆22Updated 4 years ago
• clvrai / leaps
  Code for Learning to Synthesize Programs as Interpretable and Generalizable Policies in NeurIPS 2021
  ☆39Updated this week
• 921kiyo / symbolic-rl
  Symbolic Reinforcement Learning using Inductive Logic Programming
  ☆62Updated 2 years ago
• IBM / LOA
  Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
  ☆48Updated 4 months ago
• claireaoi / hierarchical-rule-induction
  Neuro-Symbolic Hierarchical Rule Induction
  ☆14Updated 2 years ago
• ai-systems / DILP-Core
  Python and TensorFlow implementation of the paper "Learning Explanatory Rules from Noisy Data." Evans Richard and Edward Grefenstette. Jo…
  ☆52Updated 4 years ago
• ZhengyaoJiang / NLRL
  Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)
  ☆76Updated 5 years ago
• IBM / TensorLNN
  Scalable Training of Propositional Logical Neural Networks.
  ☆13Updated 3 years ago
• machelreid / can-wikipedia-help-offline-rl
  Official code for "Can Wikipedia Help Offline Reinforcement Learning?" by Machel Reid, Yutaro Yamada and Shixiang Shane Gu
  ☆105Updated 3 years ago
• gblackout / NLIL
  Neural Logic Inductive Learning
  ☆44Updated 3 years ago
• ngoodger / nle-language-wrapper
  Nethack Learning Environment Wrapper for Language Interface
  ☆38Updated 2 years ago
• google-deepmind / diplomacy
  ☆57Updated last year
• crunchiness / lernd
  Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.
  ☆24Updated 2 years ago
• facebookresearch / off-belief-learning
  Implementation of the Off Belief Learning algorithm.
  ☆49Updated 3 years ago
• mtensor / rulesynthesis
  Code for "Learning Compositional Rules via Neural Program Synthesis"
  ☆60Updated 4 years ago
• kkhetarpal / ioc
  Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020
  ☆25Updated 5 years ago
• taylorwwebb / emergent_symbols
  Code for 'Emergent Symbols through Binding in External Memory'.
  ☆21Updated 2 years ago
• ahjwang / messenger-emma
  Implements the Messenger environment and EMMA model.
  ☆25Updated 2 years ago
• yycdavid / program-synthesis-guided-RL
  ☆24Updated 3 years ago
• princeton-nlp / XTX
  [ICLR 2022 Spotlight] Multi-Stage Episodic Control for Strategic Exploration in Text Games
  ☆14Updated last month
• IBM / commonsense-rl
  Knowledge-Aware RL agents with Commonsense Reasoning
  ☆78Updated 3 years ago
• nathangrinsztajn / Box-World
  Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"
  ☆47Updated last year
• alshedivat / lola
  Code release for Learning with Opponent-Learning Awareness and variations.
  ☆149Updated 2 years ago
• ben-eysenbach / sac
  Soft Actor-Critic
  ☆154Updated 7 years ago
• ml-research / alphailp
  ☆13Updated 2 years ago
• samacqua / LARC
  Language-annotated Abstraction and Reasoning Corpus
  ☆93Updated 2 years ago
• Jungyhuk / latent-execution
  ☆25Updated 3 years ago
• HumanCompatibleAI / human_aware_rl
  Code for "On the Utility of Learning about Humans for Human-AI Coordination"
  ☆109Updated 2 years ago
• microsoft / wmg_agent
  WMG agent
  ☆34Updated last year