You will get custom Reinforcement Learning environment design and/or training pipeline
Project details
You will get a custom Reinforcement Learning solution designed by a PhD physicist with 6+ years in ML/AI R&D. I specialize in environment design, agent training, and end-to-end RL pipelines - translating complex business problems into working prototypes.
Whether you need a simulation environment from scratch, an agent trained on your specific reward structure, or a full RL system with documentation and architecture, I deliver research-grade solutions with production intent.
PhD in Fusion Science (Ghent University) | PyTorch | OR-Tools | Python 11+ years | Supply chain, logistics, and game-based RL experience.
Whether you need a simulation environment from scratch, an agent trained on your specific reward structure, or a full RL system with documentation and architecture, I deliver research-grade solutions with production intent.
PhD in Fusion Science (Ghent University) | PyTorch | OR-Tools | Python 11+ years | Supply chain, logistics, and game-based RL experience.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Software MaintenanceAI Tools
MLflow, PyTorchAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,500
|
Advanced
$3,000
|
|---|---|---|---|
| Delivery Time | 30 days | 50 days | 70 days |
Number of Revisions | 4 | 6 | 8 |
AI Model Integration | |||
Detailed Code Comments | |||
Knowledge Graph | - | ||
Model Documentation | - | ||
Ontology | - | - | |
Source Code | |||
Taxonomy | - | - |
About Milos
Machine & Reinforcement Learning, Godot Dev
Novi Sad, Serbia - 2:29 am local time
value and passion are making outside-of-the-box DS/ML solutions.
Worked in the esports (CSGO, Dota2, LoL) industry, as a huge Dota
2 fan since 2005 (DotA back then ;). Deployed several recommender
solutions. Now optimizing meat production at Volur.
Steps for completing your project
After purchasing the project, send requirements so Milos can start the project.
Delivery time starts when Milos receives requirements from you.
Milos works on your project following the steps below.
Revisions may occur after the delivery date.
Definition
Client sends problem description and KPIs.
Problem Design
Design and implement the RL environment (state/action/reward spaces).