Alternatives and similar repositories for ILP

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

• clvrai / leaps
  Code for Learning to Synthesize Programs as Interpretable and Generalizable Policies in NeurIPS 2021
  ☆39Updated 4 months ago
• k4ntz / NUDGE
  Logic Reinforcement Learning
  ☆18Updated 3 months ago
• IBM / LOA
  Neuro-Symbolic Reinforcement Learning: Logical Optimal Action (LOA), a novel RL with Logical Neural Network (LNN) on text-based games
  ☆56Updated 4 months ago
• jinala / multi-agent-neurosym-transformers
  Neurosymbolic transformers for multi-agent communication.
  ☆22Updated 5 years ago
• ZhengyaoJiang / NLRL
  Source code of Neural Logic Reinforcement Learning (https://arxiv.org/abs/1904.10729)
  ☆77Updated 6 years ago
• claireaoi / hierarchical-rule-induction
  Neuro-Symbolic Hierarchical Rule Induction
  ☆14Updated 3 years ago
• yycdavid / program-synthesis-guided-RL
  ☆25Updated 3 years ago
• 921kiyo / symbolic-rl
  Symbolic Reinforcement Learning using Inductive Logic Programming
  ☆62Updated 2 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
  ☆106Updated 3 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…
  ☆53Updated 4 years ago
• IBM / TensorLNN
  Scalable Training of Propositional Logical Neural Networks.
  ☆15Updated 4 years ago
• nathangrinsztajn / Box-World
  Implementation of the Box-World environment from the paper "Relational Deep Reinforcement Learning"
  ☆47Updated 2 years ago
• IBM / commonsense-rl
  Knowledge-Aware RL agents with Commonsense Reasoning
  ☆79Updated 3 years ago
• ngoodger / nle-language-wrapper
  Nethack Learning Environment Wrapper for Language Interface
  ☆41Updated 2 years ago
• mtensor / rulesynthesis
  Code for "Learning Compositional Rules via Neural Program Synthesis"
  ☆60Updated 5 years ago
• crunchiness / lernd
  Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.
  ☆27Updated 2 years ago
• kkhetarpal / ioc
  Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020
  ☆25Updated 5 years ago
• princeton-nlp / XTX
  [ICLR 2022 Spotlight] Multi-Stage Episodic Control for Strategic Exploration in Text Games
  ☆15Updated 5 months ago
• Hwhitetooth / jax_muzero
  An implementation of MuZero in JAX.
  ☆57Updated 3 years ago
• gblackout / NLIL
  Neural Logic Inductive Learning
  ☆44Updated 3 years ago
• rraileanu / policy-dynamics-value-functions
  ☆33Updated last year
• bstadie / krazyworld
  krazy grid world
  ☆25Updated 5 years ago
• ellisk42 / humanlike_fewshot_learning
  ☆30Updated 2 years ago
• ben-eysenbach / sac
  Soft Actor-Critic
  ☆157Updated 7 years ago
• anirudh9119 / neural_production_systems
  ☆15Updated 4 years ago
• tomsilver / policies_logic_programs
  Few-shot Bayesian Imitation Learning with Policies as Logic over Programs
  ☆20Updated 3 months ago
• minqi / wordcraft
  An environment for benchmarking commonsense agents
  ☆29Updated 5 years ago
• facebookresearch / level-replay
  This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …
  ☆92Updated 4 years ago
• RU-Automated-Reasoning-Group / pi-PRL
  ICLR'22 Programmatic Reinforcement Learning
  ☆16Updated 2 years ago
• vzhong / silg
  ☆20Updated 4 years ago