skumar9876 Goto Github PK

attendnet

AttendNet

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

cs236-project

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

enn

fcrl

Implementation of "Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning" (https://arxiv.org/pdf/1712.08266.pdf)

findr

hierarchical-dqn

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

ieatout.github.io

l2_init

Code accompanying the paper "Maintaining Plasticity in Continual Learning via Regenerative Regularization"

learn_to_compose

My implementation of base skill training for "Learning to Compose Skills" (https://arxiv.org/abs/1711.11289)

learning2reward

loss-of-plasticity

Contains the implementation of continual supervised learning problem where we can show loss of plasticity in backprop

mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

minigrid-1.1.0

Minigrid version 1.1.0

paylytics

Paylytics is an app that allows you to scan your receipts into our database and let us handle budgeting for you. Developed for HackGT 2015

pc_grad_example

Illustrative example for PC Grad paper.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

simplypaper.github.io

MHacks V Project 2015. Nikhil Kulkarni. Anirudh Gubba. Saurabh Kumar. Advith Chelikani. Arthur Li.

skumar9876.github.io

Public Website

state-space-abstraction-hierarchical-rl

state-space-decomposition

Codebase for RLDM 2017 paper on "State Space Decomposition and Subgoal Creation for Transfer" (https://arxiv.org/abs/1705.08997)