Steven Abreu's repositories
handson_reservoir
Repository for paper "Hands-on reservoir computing" (NCE, 2022)
adaptiveRL2
Adaptive (RL)²: representation learning for adaptive reinforcement learning. Using differentiable plasticity, state-space models, and deep RL.
reservoir_benchmarking
Repository for benchmarking different physical reservoir computing systems.
deep-rl-tennis
[Deep RL] Learning to play tennis using deep reinforcement learning in Unity's RL environment.
aestream
Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals and neuromorphic protocols
conceptors
Conceptors
conceptorsteering
Attempting to steer the behaviour of a GPT-2XL model using conceptors
ddpg-reacher
[Deep RL] DDPG (deep deterministic policy gradient) algorithm to solve Unity's "Reacher" continuous control environment.
ddqn-banana-collector
[Deep RL] Double Deep Q-Learning Network for Unity's banana collector environment
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
expelliarmus
A Python/C library for decoding DVS encodings from binary files to structured NumPy arrays of events.
jax_dp_dqn
JAX-based implementation of a DQN with differential plasticity. 'tis a mess, work in progress
jekyll_website
Legacy ~~ personal website published with Github Pages, forked from mmistakes/minimal-mistakes.
lava
A Software Framework for Neuromorphic Computing
lava-dl
Deep Learning library for Lava
MoCapAct
A Multi-Task Dataset for Simulated Humanoid Control
neuroprimitives
neurocomputational primitives
snntorch
Deep and online learning with spiking neural networks in Python
spyx
Spyx: Spiking Neural Networks in JAX
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
stevenabreu7.github.io
Personal website. Forked from alshedivat/al-folio.
tt04-verilog-demo
Tiny neuromorphic takeout 2023!