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Abstract base classes for control policies

Project description

PolicyParrot

PolicyParrot aims to provide a light guidance in coding RL algorithms. It doesn't expect you to code RL from scratch, but equally it doesn't confuse you with lots of inheritance.

  • PolicyParrot doesn't confuse and allows flexibility - classes are totally flat,
  • PolicyParrot encourages standardisation across algorithms - all SOTA algorithms follow PolicyParrot's class schemas.

Diagram showing that PolicyParrot aims to minimise how difficult it can be to implement RL algorithms

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