Collection of in-progress libraries for entity neural networks.

Overview

ENN Incubator

Collection of in-progress libraries for entity neural networks: Neural Network Architectures for Structured State

  • Entity Gym: Abstraction over reinforcement learning environments that represent observations as lists of structured objects.
  • ENN-PPO: PPO training loop for entity-gym environments.
  • RogueNet: Ragged batch transformer implementation that accepts variable length lists of structured objects as inputs.
  • ENN-Zoo: Collection of entity gym bindings for different environments.
  • ENN-BC: Supervised training loop on behavioral cloning datasets collected from entity-gym policies.
Owner
Libraries for neural networks that can process variable length lists of structured entities.
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