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acc_dgd

experiments based on the accelerated gradient descent

arnpg-morl

[NeurIPS 2023] "Provably Fast Convergence of Independent Natural Policy Gradient for Markov Potential Games"

bregman_newton

Bregman/Quadratic regularized Newton methods

commute_map

this python script is used to generate a heatmap for time needed to commute from a given location.

distributed_md

research on the topic of distributed mirror descent

drfgt-exps

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).

independent-npg-mpg

iqc

code and experiments for IQC backup

lime

Lime: Explaining the predictions of any machine learning classifier

mappo

This is the official implementation of Multi-Agent PPO (MAPPO).

mpg_congestion

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

nuscenes-devkit

The devkit of the nuScenes dataset.

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

ret_free_tracking1

sundave1998.github.io