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grammars
rl_parsers
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README.md

rl_parsers

This repository contains parsers for file formats related to reinforcement learning. In each case, the contents of the parsed file is returned as a namedtuple containing the fields specified by the respective file format.

POMDP: Partially Observable Markov Decision Process

Standard POMDP file format, with the addition of the reset keyword, which may be used both to indicate the end of an episode in episodic tasks, and the reinitialization of the state according to the initial distribution in continuiung tasks.

MDP: Markov Decision Process

Standard MDP file format, with the addition of the reset keyword, which may be used both to indicate the end of an episode in episodic tasks, and the reinitialization of the state according to the initial distribution in continuiung tasks.

FSC: Finite State Controller

A finite state controller (FSC) is a graph-based policy used for partially observable environments. This is my own custom file format.

FSS: Finite State Structure

A finite state structure (FSS) is a format used to constraint either the internal-dynamics or the action-selection of a FSC. This is my own custom file format.

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