Ashish Kumar Jayant (@akjayant)
github

akjayant

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  • Stars
    star
    55
  • Global Rank 318,261 (Top 11 %)
  • Followers 14
  • Following 13
  • Registered over 7 years ago
  • Most used languages
    Python
         87.5 %
    Jupyter Notebook
         12.5 %
  • Location 🇮🇳 India
  • Country Total Rank 10,518
  • Country Ranking
    Python
         1,845

Top repositories

1

Autonomous-Driving-via-RL

Applying RL methods for autonomous driving in Carla simulator.
Python
15
star
2

PPO_Lagrangian_PyTorch

Implementation of PPO Lagrangian in PyTorch
Python
13
star
3

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.
Python
12
star
4

Image-Captioning-via-YOLOv5-EncoderDecoderwithAttention

Image Captioning using combination of object detection via YOLOv5 and Encoder Decoder LSTM model
Python
6
star
5

Neural-Architecture-Search-Project

Attempt of Efficient Neural Architecture Search for searching DQN approximation neural network architecture
Python
2
star
6

Sentiment-Analysis

Twitter Sentiment Analysis
Python
2
star
7

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)
Jupyter Notebook
2
star
8

Linear-Algebra

Linear Algebra Course Assignments at IISc, Bangalore
Python
1
star
9

Machine-Learning-Study-Material

Contains Stanford University (CS 229) Machine Learning study material
1
star