active-inference-robotics
Second-order skill synthesizing Patrick Kenny's discrete active inference framework with K-Scale's JAX/MuJoCo robotics stack for predictive coding in robot locomotion
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Second-order skill synthesizing Patrick Kenny's discrete active inference framework with K-Scale's JAX/MuJoCo robotics stack for predictive coding in robot locomotion
Mechanic wobbling duckoid robot that quacks and generates nonstandard musical scale compositions. Maximally cost-efficient design (~$68 BOM).
Convert URDF robot descriptions to MJCF format for MuJoCo simulation. Handles meshes, joints, actuators, and collision geometries.
Package for creating different scenes in MuJoCo. Compose environments with objects, terrains, and obstacles for robot training.
Rust library for controlling actuators (Robstride servo motors) on K-Scale robots. CAN bus communication, position/velocity/torque control.
K-Scale Operating System - Rust-based robot firmware with gRPC services for actuator control, IMU, and sim2real transfer. Platform abstraction layer for hardware/simulation backends.
EdgeVLA - Open-source edge vision-language-action model for robotics. Standardizes Open-X Embodiment datasets for consistent VLA training and deployment.
K-Scale Labs robotics skill collection - unified index for humanoid robot development, RL training, sim-to-real transfer, and deployment. Aggregates 9 specialized skills with GF(3) triadic organization.
Zeroth Bot - 3D-printed open-source humanoid robot platform for sim-to-real and RL research. Affordable entry point for humanoid robotics.
Entropy-driven sim2real transfer. Uses maximum entropy RL, domain randomization, and information-theoretic bridging to close the reality gap.
K-Bot humanoid robot platform - hardware specs, MJCF models, and deployment configurations. The flagship K-Scale humanoid robot.
RL training library for humanoid locomotion and manipulation built on MuJoCo and JAX. Provides PPO, AMP, and custom task abstractions for sim-to-real robotics policy training.
K-Scale kinfer model inference engine for deploying trained RL policies to real robots via ONNX Runtime in Rust
Glamorous Toolkit integration with Gay.jl deterministic coloring. Moldable inspectors with GF(3)-balanced views, Lepiter color-coded knowledge graphs, and Bloc visualizations with SplitMix64 palettes.
Semantic embeddings for Clojure code navigation via CIDER
Forth/Factor/Joy: stack-based concatenative programming where composition replaces application.
SKILL: MCP Tripartite Integration
On-chain GF(3) entropy storage via Aptos Move - bulk-boundary correspondence where entropy lives in the interior and observables project to agents
GAP (Groups, Algorithms, Programming) system integration for computational discrete algebra. Generates group-theoretic structures, character tables, and algebraic objects for the Plurigrid ecosystem.
Čech cohomology for local-to-global consistency verification in code structure and data schemas.
Rubato Composer integration for Mazzola's mathematical music theory
PLR (Parallel/Leading-tone/Relative) transitions for thread coloring. One-hot keyspace reduction to GF(3) trits for behavior indexing. Grows perception/action information field capacity through efficient user i...
Code refactoring patterns and techniques for improving code quality without
LispSyntax.jl ↔ ACSets.jl bidirectional bridge with OCaml ppx_sexp_conv-style deriving
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