Advice needed for small project on deep reinforcement Learning
$30-250 USD
Imeghairiwa
Imechapishwa over 2 years ago
$30-250 USD
Kulipwa wakati wa kufikishwa
I'm a student and want to create my own RL project to add on CV and give myself some experience. I have implemented Relational Deep Reinforcement Learning framework tested on boxworld (See DeepMind "Relational Deep Reinforcement Learning" paper (2018)). The paper uses an actor-critic method but this is a single player. What I want to do now is add one more agent and that the reward can be shared and see if the agent would learn faster.
I also have the said "shared-reward actor-critic" framework in python but this is from another studies. Due to my lack of experience, I'm stuck on how to create a multi-agent environment with this implementation of this share-reward framework into the current work. I want some guidance by experts that can teach me how to do so.
I am an expert in Machine learning and signal processing with several years hands on experience in deep learning and multiagent reinforcement learning development in MATLAB and Phython. I have recently developed multiagent RL frameworks for distributed resource management. The framework include both shared reward, parameter sharing and cooperative MARL techniques.
You can be rest assured of an excellent service delivery and good value for me.
Feel free to contact me if you require further details.
Best
Ramoni