Learning Local Constraints for Reinforcement-Learned Content Generators

arXiv:2605.13570 · cs.AI, cs.LG · Submitted 2026-05-13 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-05-13

Updated: 2026-10-01

Code: https://github.com/mxgmn/WaveFunctionCollapse

Terminology

• Action Space — 1× in this paper · explained in 1 episode
• Reward Function — 1× in this paper · explained in 3 episodes
• Wave Function Collapse — 1× in this paper

Sources

• OpenAI Gym
• Controllable Level Blending between Games using Variational Autoencoders
• Super Mario as a String: Platformer Level Generation Via LSTMs
• The VGLC: The Video Game Level Corpus

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