hummosa

contextual_switching_task

Code base for contextual switching task and PFC+MD model gradient-based inference

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

EnergyARC

Combining Energy-Based Modeling and RL to solve the challenging Abstract Reasoning Corpus[1] tasks.

Hypernetworks_Keras_TF2

Guide to implementing hypernetworks in keras using tensorflow 2.0 as backend

MD

MD-reservoir

Multi-DDPG-RL

Policy-Gradient-Classics-pytorch

This is a pytorch implementation of the classic Reinforcement learning algorithm DPG, and its modernized DDPG version in pytorch.

Synaptic-Gate-Networks

Synaptic Gate Networks: a model of top-down feedback using dynamic weights

Thalamus

hummosa/Thalamus

hummosa/EnergyARC

Combining Energy-Based Modeling and RL to solve the challenging Abstract Reasoning Corpus[1] tasks.

hummosa/Hypernetworks_Keras_TF2

Guide to implementing hypernetworks in keras using tensorflow 2.0 as backend

hummosa/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

hummosa/MD-reservoir

hummosa/contextual_switching_task

Code base for contextual switching task and PFC+MD model gradient-based inference

hummosa/MD

hummosa/Policy-Gradient-Classics-pytorch

This is a pytorch implementation of the classic Reinforcement learning algorithm DPG, and its modernized DDPG version in pytorch.

hummosa/Adv360-Pro-ZMK

Production repository for the all-new Advantage360 Professional using ZMK engine

hummosa/DQN_and_extensions

A sandbox for exploring basic Deep RL algorithms.

hummosa/hummosa.github.io

My public page

hummosa/Multi-DDPG-RL

hummosa/Synaptic-Gate-Networks

Synaptic Gate Networks: a model of top-down feedback using dynamic weights