MH-FLOCKE MH-FLOCKE
HomeDocsGitHubBlogPaperYouTubeReddit𝕏

Dev Blog

Building embodied AI from spiking neurons — one breakthrough at a time.

Why We Replaced Reward Shaping with Free Energy
22 Mar 2026 7 min read Dev Log

Why We Replaced Reward Shaping with Free Energy

Architecture Deep Dive · March 22, 2026 · MH-FLOCKE Level 15 v0.4.x Every reinforcement learning tutorial starts the same way: define a reward function. Want the robot to walk? Reward…

Read more
Ball Contact — What 4 Changes Made It Work
22 Mar 2026 5 min read Dev Log

Ball Contact — What 4 Changes Made It Work

Dev Log #1 · March 22, 2026 · MH-FLOCKE Level 15 v0.4.x For weeks, the dog walked beautifully but ignored the ball completely. It would stroll past it, around it,…

Read more