Pinned Repositories
Brain-Tumor-Segmentation
Machine Learning (Academic Course) Project
conformal-agent-modelling
CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning
dmcg-marl
DMCG: Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning
Efficient_ResNets
A Residual Network Design with less than 5 million trainable parameters achieving an accuracy of 96.04% on CIFAR-10.
Epipolicy_RL
Reinforcement Learning for policy-making for epidemics (EpiPolicy https://youtu.be/JDYb4_coAf4)
FCMADRL
Fully Cooperative Multi-Agent Deep Reinforcement Learning
HAMMER
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging (Paper: https://ala2021.vub.ac.be/papers/ALA2021_paper_35.pdf)
Image-Segmentation-Using-Color-and-Texture-Descriptors-with-Expectation-Maximization
An algorithm for unsupervised segmentation of an RGB image.
Low-rank-models-EHR
Approximated missing values in noisy, heterogeneous electronic health records by low rank modeling.
Text-to-Image-Synthesis
Nikunj-Gupta's Repositories
Nikunj-Gupta/Efficient_ResNets
A Residual Network Design with less than 5 million trainable parameters achieving an accuracy of 96.04% on CIFAR-10.
Nikunj-Gupta/conformal-agent-modelling
CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning
Nikunj-Gupta/HAMMER
HAMMER: Multi-Level Coordination of Reinforcement Learning Agents via Learned Messaging (Paper: https://ala2021.vub.ac.be/papers/ALA2021_paper_35.pdf)
Nikunj-Gupta/dmcg-marl
DMCG: Deep Meta Coordination Graphs for Multi-agent Reinforcement Learning
Nikunj-Gupta/clean-marl-vdn
Value-Decomposition Networks
Nikunj-Gupta/GACG
Offical code for Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning
Nikunj-Gupta/MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
Nikunj-Gupta/On-the-Calibration-of-Compartmental-Epidemiological-Models
On the Calibration of Compartmental Epidemiological Models using machine learning (optimization methods and reinforcement learning)
Nikunj-Gupta/barks
A simple, minimalistic theme for Hugo.
Nikunj-Gupta/dcg
Nikunj-Gupta/DICG
Deep Implicit Coordination Graphs
Nikunj-Gupta/epidemic-calibration
An epidemic calibration tool
Nikunj-Gupta/epymarl
An extension of the PyMARL codebase that includes additional algorithms and environment support
Nikunj-Gupta/GENIE3
Machine learning-based approach for the inference of gene regulatory networks from expression data.
Nikunj-Gupta/hugo-website
Minimalist Hugo template for academic websites
Nikunj-Gupta/marl-graphs-on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
Nikunj-Gupta/Nikunj-Gupta.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Nikunj-Gupta/off-policy
PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.
Nikunj-Gupta/OutPredict
Nikunj-Gupta/pogema-baselines
PPO and PyMARL baseline for Pogema environment
Nikunj-Gupta/point-cloud-rigid-gnn
Nikunj-Gupta/PPO
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Nikunj-Gupta/pymarl2
Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)
Nikunj-Gupta/RL-Epidemic-Benchmark
Nikunj-Gupta/robot-collab
Codebase for paper: RoCo: Dialectic Multi-Robot Collaboration with Large Language Models
Nikunj-Gupta/smaclite
The Starcraft Multi-Agent challenge lite
Nikunj-Gupta/smacv2
Nikunj-Gupta/subgoal-conditioned-RL-gridworld
Autonomous Decision-Making
Nikunj-Gupta/tgat-marl
Nikunj-Gupta/theme-academic-cv
🎓 无需编写任何代码即可轻松创建漂亮的学术网站 Easily create a beautiful academic résumé or educational website using Hugo and GitHub. No code.