Re: [mlpack] [GSoC] RL using mlpack's codebase

2022-04-13 Thread Nanubala Gnana Sai
Hi Suryansh Glad to see you're interested in the project. Just so we are on the same page, this project is on creating an RL Environment for simulation rather than implementing an algorithm. There has been previous work

Re: [mlpack] GSoC'22 Project Proposal: Multi-objective Optimizers

2022-04-10 Thread Nanubala Gnana Sai
Hello Ahmed Good start, the proposal looks decent as well. It could surely go through several improvements. Things like: How it will fit our codebase, emphasis on docs & thorough testing is a major plus. Do take some decent time to understand how the APIs work in ensmallen work especially

[mlpack] Announcing new RL Environment Generation Project

2022-04-06 Thread Nanubala Gnana Sai
Dear mlpack folks I'm delighted to announce a new project which has been added to the mlpack GSoC idea list for Reinforcement learning environment generation. This project relates to Procedural generation of the environment, so that RL agents can face real world situations. Please do find the

Re: [mlpack] Mid GSoC Report (Revamp mlpack bindings)

2021-07-12 Thread Nanubala Gnana Sai
So good! Love that integration with other widely used APIs is being worked upon. On Tue, 13 Jul, 2021, 12:39 am Nippun Sharma, wrote: > Hi everyone, > We are almost halfway through GSoC, so I have written a blog about > the progress of my project. > > Please give it a read: >

Re: [mlpack] GSOC WITHDRAWAL

2021-04-14 Thread Nanubala Gnana Sai
Hey Oleksandr, I do understand the mail wasn't directed at me, but I believe you should stay. As the mentors said, they can still discuss about the proposal if need be. Besides, I think your LM-CMA PR is great, perhaps we could work on that when you feel like it. This will give you a great

[mlpack] GSOC : Adding Optimizers to MultiObjective module

2021-03-18 Thread Nanubala Gnana Sai
Hey all, First, I must thank the devs for considering my ideas and suggesting the feasibility of it. After some careful consideration of GSoC timeline I propose the following: Adding: Month 1: a) Strength Pareto Evolutionary Algorithm II (SPEA-II) : One of the core multiobjective algorithm along

Re: [mlpack] [GSOC] Restructing Multi Objective Optimization Module

2021-03-12 Thread Nanubala Gnana Sai
Thanks for the valuable feedback! Using the policy-design pattern sounds like a good idea to me, one reason > why > we haven't done this for the existing evolution-based optimizers is that > they slightly > differ in functionality > I was pondering about the same situation. One of the key

[mlpack] [GSOC] Restructing Multi Objective Optimization Module

2021-03-10 Thread Nanubala Gnana Sai
Greetings! Team mlpack. I'm Nanubala Gnana Sai from the Indian Institute of Information Technology, Sri City. My IRC-Channel ID is @jonpsy. For quite some time, I've been contributing to mlpack, more specifically to the MOO algorithms of ensmallen. #269 <https://github.com/mlpack/ensmallen/p