I will develop custom marl algorithms and environments for research

Ager Austen

Kenya

I speak English, Swahili, Latin

42 orders completed

MLOPs ML GNNs RL

ML || MLOPs || Data Engineering || Agentic AI || Knowledge Distillation || GNNs || Physics-Informed NNs || n8n Workflow Automation || RL PPO DPO MARL || Pytorch || Tensorflow || Rust || https://agerau...
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Level 1

Has met certain performance criteria and shows strong potential in the marketplace.

About this Gig

I help PhD students, researchers, and R&D labs implement robust, reproducible Multi-Agent Reinforcement Learning (MARL) systems. I translate academic papers and mathematical frameworks into clean, modular Python code.

Core Offerings:

  • Custom Environments: Built using Gymnasium / PettingZoo.
  • SOTA Algorithms: QMIX, VDN, MAPPO, MADDPG, COMA, and Independent Learners.
  • Tech Stack: PyTorch, Ray/RLlib, Stable-Baselines3, Weights & Biases (wandb).
  • Deliverables: Production-ready code, clean configuration files, and a step-by-step reproduction README.md.

Contact me with your research brief or paper reference before ordering.

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develop custom marl algorithms and environments for research
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develop custom marl algorithms and environments for researchdevelop custom marl algorithms and environments for researchdevelop custom marl algorithms and environments for research

Expertise:

Feature learning

•

Classification

•

Clustering

+3 more

Programming language:

Python

•

R

•

SQL

•

MLflow

APIs:

Microsoft Computer Vision AI

•

Google Cloud Vision API

+1 more

Tools:

TensorFlow

•

MLflow

•

Colab

Frameworks:

Scikit-learn

•

PyTorch

•

TensorFlow

My Portfolio

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