akjayant Goto Github PK

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

mbppol

This repository has code for the paper "Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm" accepted at NeurIPS 2022.

ml_dl_research_collab_base

This is a repository of where we are trying to have all the knowledge base collected.

my-neural-networks

My own implementations of neural networks from scratch and some experiments on Keras framework

neural-architecture-search

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

neural-architecture-search-project

Attempt of Efficient Neural Architecture Search for searching DQN approximation neural network architecture

news-article-recommendation-via-contextual-bandits

Recommendation using LinUCB algorithm

notes

Computer Science notes in LaTeX

ppo_lagrangian_pytorch

Implementation of PPO Lagrangian in PyTorch

pygta5

Explorations of Using Python to play Grand Theft Auto 5.

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rainbow-iqn-apex

Distributed Rainbow-IQN for Atari

recommendation-via-latent-reprsentations

Recommendation using non negative matrix factorization

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rlax

safe-explorer

Pytorch implementation of "Safe Exploration in Continuous Action Spaces" [Dalal et al.]

safety-starter-agents

Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.

sentiment-analysis

Twitter Sentiment Analysis

shieldnn2020

smartgrid

Unified Framework

spectral-clustering

Spectral Clustering is a technique to cluster data which finds use in community detetction applications

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

tensorflow-experiments

Repository for experiments with TensorFlow

tests1

Onsite Python Tests

tests2

Online Generic Tests