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Grzegorz Warzecha's Projects

autoascend icon autoascend

The first place solution for the NeurIPS 2021 Nethack Challenge -- https://www.aicrowd.com/challenges/neurips-2021-the-nethack-challenge

backpropamine icon backpropamine

Train self-modifying neural networks with neuromodulated plasticity

cogkr icon cogkr

Source code and dataset for paper "Cognitive Knowledge Graph Reasoning for One-shot Relational Learning"

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

ernie icon ernie

Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

es icon es

Evolution Strategy (ES) implementation of https://arxiv.org/abs/1703.03864

ferm icon ferm

FERM: A Framework for Efficient Robotic Manipulation

font-awesome-svg-png icon font-awesome-svg-png

Font Awesome split to individual SVG and PNG files of different sizes along with Node.JS based generator

frost icon frost

FROST: Faster and more Robust One-shot Semi-supervised Training

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

gpt_index icon gpt_index

GPT Index (LlamaIndex) is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.

hebbiancnn icon hebbiancnn

Convolutional deep neural network with biology-inspired learning rule (Hebbian and reward-based learning)

hebbianmetalearning icon hebbianmetalearning

Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686

lifelong_rl icon lifelong_rl

Pytorch implementations of RL algorithms, focusing on model-based, lifelong, reset-free, and offline algorithms. Official codebase for Reset-Free Lifelong Learning with Skill-Space Planning.

mindmeld icon mindmeld

An Open Source Conversational AI Platform for Deep-Domain Voice Interfaces and Chatbots.

planet icon planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

rootstack-devfactory icon rootstack-devfactory

The Devfactory is a solution meant to provide teams a quick container/native/vm runtime enviroment. The goal is as follows: Use the hashicorp toolset to provide Service discovery/mesh Runtime environment for vm/containers/native/springboot Secure and transparant routing Auditability and logging out of the box, with minimal adjustments needed Monitored environment

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