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dhawgupta's Projects

cs544 icon cs544

Course Project for Network Science Class. This project finds the influential people in a twitter network based on a set of tweets related to a particular event. Over here it Is the discovery of the Higgs Boson particle

cs571 icon cs571

The repository for doing CS571 AI assignment at IIT Patna

dca icon dca

Dynamic channel allocation in cellular networks by reinforcement learning

deep_q_rl icon deep_q_rl

Theano-based implementation of Deep Q-learning

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

engine icon engine

A library for developing and applying Seldonian algorithms

gupta2021structural icon gupta2021structural

Code for NeurIPS 2021 Paper: Structural Credit Assignment in Neural Networks using Reinforcement Learning

gupta2023behavior icon gupta2023behavior

Code for NeurIPS 2023 Spotlight Paper: Behavior Alignment via Reward Function Optimization

gupta2024from icon gupta2024from

Code for AAAI 2024 Oral: From Past to Future: Rethinking Eligibility Traces

hierarchical-dqn icon hierarchical-dqn

Implementation of the paper Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation - https://arxiv.org/pdf/1604.06057.pdf

hrldm icon hrldm

Repository and Code for the Heirarchial Reinforcement Learning based Dialogue Management System

hx711 icon hx711

An Arduino library to interface the Avia Semiconductor HX711 24-Bit Analog-to-Digital Converter (ADC) for Weight Scales.

ised-2016 icon ised-2016

This contains the code for IOT challenge held in IIT Patna in December 2016

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jaxseq icon jaxseq

Train very large language models in Jax.

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