Ashish Kumar Jayant

PPO_Lagrangian_PyTorch. Implementation of PPO Lagrangian in PyTorch

Autonomous-Driving-via-RL. Applying RL methods for autonomous driving in Carla simulator.

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.

Image-Captioning-via-YOLOv5-EncoderDecoderwithAttention. Image Captioning using combination of object detection via YOLOv5 and Encoder Decoder LSTM model

Coding_Reinforcement_Learning. Implementation of basic RL steps and algorithms - Dynamic Programming approach, Monte-Carlo approach, DQN on Atari, Policy Gradient - Reinforce with baseline, Actor Critic (A2C)

Sentiment-Analysis. Twitter Sentiment Analysis

Linear-Algebra. Linear Algebra Course Assignments at IISc, Bangalore

Data-Structures-Algorithms-and-OOPS-in-Python. Just some practice codes

News-Article-Recommendation-via-Contextual-Bandits. Recommendation using LinUCB algorithm

Machine-Learning-Study-Material. Contains Stanford University (CS 229) Machine Learning study material