Developer Tools / Code Assistant

Show HN: 178K Parameter Neural Net That Wins Poke(rogue)like

A blog post describing a small reinforcement-learning agent trained with PPO to play and beat a Pokelike/Pokerogue-style game, including the input representation, model architecture, and training approach.

Clear27/30
Useful24/30
Specific16/20
Complete7/20
Show HN: 178K Parameter Neural Net That Wins Poke(rogue)like screenshot

Why it was accepted

The page clearly describes an AI agent project with enough technical detail to be useful in a public directory listing. It explains the game environment, the state/action design, the 1386-dimensional input vector, the shared trunk with policy/value heads, and the training approach with PPO. The post also includes the outcome of the experiment and concrete modeling choices that affected performance.

Weakness

This is a write-up of a project, not a product page or repo, so it does not show a downloadable artifact, code link, setup steps, or how others can run the agent. It also leaves out training data details, code availability, and whether the project is maintained beyond this post.

Review status

99 days ago #1952 ↓ -1

Last evaluated 99 days ago. Current rank #1952. Down 1 spot in the rankings.

Score history

74

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