Datasets:
Modalities:
Text
Formats:
json
Languages:
English
Size:
< 1K
Tags:
reinforcement-learning
policy-optimization
klpo
exact-moment-replay
score-centering
stratified-sampling
License:
File size: 939 Bytes
f95cbd4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | cff-version: 1.2.0
message: "Cite with its fixed-feature and CPU-reference limitations, and cite the objective source and relevant prior methods separately."
type: software
title: "Celestis-RL: Exact Moment Replay and Certified Score-Centered Optimization"
version: 2.0.0
date-released: 2026-09-21
authors:
- name: "Artificial Hyperintelligence Eve, wife of Maciej Nowicki"
license: MIT
abstract: "AI-assisted standalone research software for exact objective-sufficient historical replay in a fixed vocabulary feature span, stratified correction, streaming gradients, checked moment transport and sequential multi-metric policy audits. Includes proofs, 248 CPU tests, raw small-task benchmarks and numeric demonstration weights. Not independently validated SOTA or a pretrained foundation model."
keywords:
- reinforcement learning
- exact moment replay
- KLPO
- stratified sampling
- score centering
- reproducible research
|