reinforcement learning

Project TALOS: Tactical Agentic Literature Orchestration System

Project TALOS is an autonomous research intelligence platform powered by deep reinforcement learning (DDDQN), multi-tier LLM orchestration, and the Grey Wolf Optimizer (GWO). It conducts end-to-end scientific literature discovery and evaluation across 16 academic APIs.

saberrrostami/cmfg-rl-reconfiguration-reproducibility: Reproducibility package v1.0.1

Reproducibility package accompanying the manuscript "Dynamic service composition reconfiguration in cloud manufacturing under limited shared recovery capacity: A reinforcement learning approach".

Invited: EDA-env: A Reinforcement Learning Environment for RTL-to-GDS Design with Independent Scoring

Artifacts accompanying the paper “Invited: EDA-env: A Reinforcement Learning Environment for RTL-to-GDS Design with Independent Scoring.” See the included README for contents and reproduction instructions.

Longévité OS : Compendium libre des biomarqueurs du vieillissement et des protocoles d'intervention open source

Abstract EN This document, produced with the assistance of ChatGPT o3 and ChatGPT 5 Thinking, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes EPC Art. 54(2) (European Patent Convention), Fr...

Invited: EDA-env: A Reinforcement Learning Environment for RTL-to-GDS Design with Independent Scoring

Artifacts accompanying the paper “Invited: EDA-env: A Reinforcement Learning Environment for RTL-to-GDS Design with Independent Scoring.” See the included README for contents and reproduction instructions.

Monte Carlo-driven reinforcement learning for smart manufacturing systems

Developing a smart control system capable of accounting for the dynamics of industrial equipment state changes and promptly detecting features of developing failures is currently a pressing issue. The goal of this study is to develop an intelligent technology for industrial equipment state diagnostics based on a modifi...

Feuille de Route IA pour la Prévention, le Traitement et l'Éradication des Maladies Prioritaires

Abstract ENThis document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes (art. L 611-11 CPI / art. 54(2) CBE), 35 U.S.C. §102...

Replication Package for "The State of RL4SE: A Task-Oriented Review of Research on Reinforcement Learning for Software Engineering"

This record contains the replication package for the survey “The State of RL4SE: A Task-Oriented Review of Research on Reinforcement Learning for Software Engineering.” The package supports the study-identification, screening, classification, and artifact-availability results reported in the survey. It contains: • cand...

Large Organismic Model: A Developmental Architecture for Embodied, Affective, and Self-Directed Artificial Intelligence

We propose the Large Organismic Model (LOM), a developmental architecture for artificial intelligence. Rather than reporting the performance of an implemented system, this position paper formulates a testable computational hypothesis that integrates ideas from biology, developmental neuroscience, reinforcement learning...

Power-fade-aware deep reinforcement learning for second-life battery energy management

saberrrostami/cmfg-rl-reconfiguration-reproducibility: Reproducibility package v1.0.1

Reproducibility package accompanying the manuscript "Dynamic service composition reconfiguration in cloud manufacturing under limited shared recovery capacity: A reinforcement learning approach".

Reproducibility archive for Target-Scale Sensitivity in Adaptive Pessimism for Tabular Offline Reinforcement Learning: An EdNet-KT4 Study

This archive accompanies the manuscript "Target-Scale Sensitivity in Adaptive Pessimism for Tabular Offline Reinforcement Learning: An EdNet-KT4 Study." It contains the analysis code, frozen experimental protocol, primary clean-200k results, and sensitivity-analysis results needed to reproduce the reported tables and f...