jcformanek
Research Engineer at InstaDeep | PhD Student at UCT
University of Cape TownCape Town South Africa
Pinned Repositories
indaba-pracs-2022
Notebooks for the Practicals at the Deep Learning Indaba 2022.
Mava
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
og-marl
Datasets with baselines for offline multi-agent reinforcement learning.
selective-reincarnation-marl
Official repository for Reduce, Reuse, Recycle: Selective Reincarnation in Multi-Agent Reinforcement Learning paper, accepted at the Reincarnating RL workshop at ICLR 2023.
acme-softlearning
Soft Actor-Critic implementation using DeepMind's RL framework Acme.
awesome-marl
A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers
fork-mava
A library of multi-agent reinforcement learning components and systems
gnn
Graph Neural Networks
jcformanek.github.io
Personal Portfolio Website
Simple-DRQN
A super simple implementation of DRQN using TF2 to solve a more challenging version of CartPole where the velocity component of the observation is masked out.
jcformanek's Repositories
jcformanek/acme-softlearning
Soft Actor-Critic implementation using DeepMind's RL framework Acme.
jcformanek/gnn
Graph Neural Networks
jcformanek/Simple-DRQN
A super simple implementation of DRQN using TF2 to solve a more challenging version of CartPole where the velocity component of the observation is masked out.
jcformanek/awesome-marl
A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers
jcformanek/fork-mava
A library of multi-agent reinforcement learning components and systems
jcformanek/jcformanek.github.io
Personal Portfolio Website
jcformanek/mapdn
A striped down fork of "Future-Power-Networks / MAPDN" that only includes the environment.
jcformanek/ml_reading_group
jcformanek/matrax
A collection of matrix games in JAX
jcformanek/reinforcement-learning
Reinforcement Learning Reading Module. Department of Applied Mathematics UCT.
jcformanek/rl-starter-kit
A simple starter kit for reinforcement learning.
jcformanek/routing_gym
Routing Gym Environment for RL
jcformanek/SiyavulaGPT
ChatGPT plugin to tutor students on the Siyavula maths content.