saminyeasar Goto Github PK

aafu

Portfolio theme with blog

ablation-study

Includes ablation study of published papers

auto-drac

Automatic Data-Regularized Actor-Critic (Auto-DrAC)

awr

Implementation of advantage-weighted regression.

baselines

A collection of baselines for the MineRL environment/datasets & the NeurIPS 2019 MineRL competition

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

breast_cancer_classifier

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

comp-551

COMP 551 Applied Machine Learning Assignments Winter 2018

comp-652-machine-learning

Machine Learning Assignments Fall 2018

comp-767-reinforcement-learniing

Contains the assignment for COMP-767-Reinforcement Learning Winter 2019

cql

Conservative Q Learning on top of SAC

curl

CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

d4rl-atari

Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)

dac-iclr-reproducibility

ICLR Reproducibility Challenge for Disciminator-Actor-Critic

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

deep-learning-algos

Problems are solved using Tensorflow, Deep Learning, Machine Learning

deep-maze

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-applied-to-doom

DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

deep_reinforcement_learning_course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

deepmimic

Motion imitation with deep reinforcement learning.

deepmimic_mujoco

DeepMimic Mujoco version; Python only; No Bullet, No C++

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

diffuser

Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"

dm2gym

Convert DeepMind Control Suite to OpenAI gym environments.

doc

Miscellaneous documentation

drm

DrM, a visual RL algorithm, minimizes the dormant ratio to guide exploration-exploitation trade-offs, achieving significant improvements in sample efficiency and asymptotic performance across diverse domains.

drq

DrQ: Data regularized Q

drqv2

DrQ-v2: Improved Data-Augmented Reinforcement Learning

enf-extraction-of-bangladesh-grid

Process of collecting Power Recording from Bangladesh Grid is described. More than 10 Hours of data has published here. We also extracted ENF from recorded power file and compared with online available grid data all around the world.