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GridWorld Reinforcement Learning - Policy Iteration, Value Iteration.

Home Page: https://nowke.github.io/rlviz/

JavaScript 38.37% HTML 1.38% Vue 59.69% Shell 0.55%

reinforcement-learning grid-world value-iteration-algorithm value-iteration policy-iteration

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rlviz's Issues

Q Learning

Implement Q-Learning
Refactor app to for Q-Learning

Add Validation to Gamma and Noise parameters

Default Grids

Design grid templates
Add default grid choices (4-6)

Design Favicon

Design Favicon

Add Title

Add Title & Github link at top

Multiple policies

Add ability for grids to have multiple policies with same probability.

Add new grid

Grid editor design
Grid persistance (Local Storage)
Grid import/export
Configure cell rewards + living reward

Fix Path attr none issue

Error: attribute transform: Expected transform function, "none".

Switch to Policy mode to see the error

TD Learning

Implement TD Learning
Refactor app to support TD

When current grid is edited, it doesnt reload

Policy Iteration

Refactor code to support Policy iteration
Implement policy iteration

Graph title is wrong for Policy Iteration

Add Handler to resizable divs

Add inner scroll to gridworld

Value Iteration

Cancel current run
Add progress bar for running iterations
Show iterations graph
Add noise parameter

Responsive Design

Support smaller screens
Support bigger screens
Add inner scroll in grid (on overflow)

Color Scale

Fix min-max issue with color scale

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