Anurag Koul's Projects
A library to create adaptive programs (abp) via Reinforcement Learning
BMI Dashboard using NodeJs
Card Arrangement Game to introduce statistical notions in fun way :game_die: :black_joker: :slot_machine:
Trying to make a chat channel similar to IRC. (Inspired by usage of slack)
Conformal prediction is a framework for providing accuracy guarantees on the predictions of a base predictor
A benchmark for offline reinforcement learning.
Tracking progress in data science course on Coursera
Applying Conformal Prediction over Deep Neural Nets
Primary purpose of app is to configure Echo Sounders.
Code for "Dream and Search to Control: Latent Space Planning for Continuous Control"
CartPole env. with continuous action space
Sokoban environment for OpenAI Gym
Gym environments for capture properties of hidden states(hx) of recurrent networks.
A collection of multi agent environments based on OpenAI gym.
Pytorch Implementations of Multi Agent Reinforcement Learning(marl) algorithms
Random maze environments with different size and complexity for reinforcement learning research.
Minimal implementation of multi-agent reinforcement learning algorithms
Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks
Pytorch Implementation of MuZero
Benchmark for "Offline Policy Comparison with Confidence"
Baselines for "Offline Policy Comparison with Confidence"
Policy Fusion Architecture (PFA): We investigate policy gradient approaches for reward decomposition in reinforcement Learning
PID controller for open-ai gym's Pendulum.
A collection of multi-quality policies for continuous control tasks.
SweatRam's Dashboard using a Mean Stack
Plot Tensorflow Summary Event in a Beautiful Way 🌈
This project is to analyse real time tweets
Learning n-step actions for control tasks
Interacting with Latent Space of AutoEncoder
PyTorch implementation of Value Prediction Network (VPN) :construction: :construction_worker: