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Samineni Soumya Rani's Projects

advice icon advice

A repository of links with advice related to grad school applications, research, phd etc

ars icon ars

Implementation of cart pole Swing up and Balance using ARS

beautiful-jekyll icon beautiful-jekyll

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

bullet3 icon bullet3

Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.

champ icon champ

𓃡 Quadruped Robot based on MIT Cheetah I

deep-translator icon deep-translator

A flexible free and unlimited python tool to translate between different languages in a simple way using multiple translators.

dmd-mpc-rl icon dmd-mpc-rl

This repository contains the code for our paper on Dynamic Mirror Descent based MPC for Model-Free RL

lda icon lda

Naive LLVM Dataflow Analysis Framework

learning_to_adapt icon learning_to_adapt

Learning to Adapt in Dynamic, Real-World Environment through Meta-Reinforcement Learning

livenessanalysis icon livenessanalysis

Liveness analysis is a program analysis mechanism - data flow analysis. Checks for the liveness of a variable at a particular program point. Variables are live, if they have any further use in the successors ahead. It is a backward and may analysis. Leads to compiler optimizations like dead code elimination, register allocation. The pass is implemented in LLVM infrastructure.

llvm-optimization-pass icon llvm-optimization-pass

Implemented Data flow analysis pass available expressions on the intermediate LLVM code and Optimized the Code in compile-time after the analysis by eliminating the Common sub expression.

loop icon loop

Learning Off-Policy with Online Planning, CoRL 2021

mbpo_pytorch icon mbpo_pytorch

A pytorch reprelication of the model-based reinforcement learning algorithm MBPO

models icon models

Models and examples built with TensorFlow

mopac icon mopac

Model Predictive Actor-Critic Reinforcement Learning

motion_imitation icon motion_imitation

Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"

neural-architecture-search icon neural-architecture-search

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

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