kcorder
PhD student at University of Delaware. I like multi-agent reinforcement learning, generative models, and game theory!
University of DelawareNewark, DE
Pinned Repositories
autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
can-anomaly-detection
Anomaly detection in CANBus traffic with LSTM and Autoencoders. Idea borrowed from publications such as: https://ieeexplore.ieee.org/document/9216166.
cleanrl-maale
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
data_challenge
gym
A toolkit for developing and comparing reinforcement learning algorithms.
gym3
Vectorized interface for reinforcement learning environments
hpc_tools
Useful scripts for running ML experiments on systems with Slurm or PBS schedulers
karpathy.github.io
my blog
kcorder.github.io
maddpg_pytorch
PyTorch reimplementation of OpenAI's MADDPG method.
kcorder's Repositories
kcorder/kcorder.github.io
kcorder/autonomous-learning-library
A PyTorch library for building deep reinforcement learning agents.
kcorder/can-anomaly-detection
Anomaly detection in CANBus traffic with LSTM and Autoencoders. Idea borrowed from publications such as: https://ieeexplore.ieee.org/document/9216166.
kcorder/cleanrl-maale
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
kcorder/data_challenge
kcorder/gym
A toolkit for developing and comparing reinforcement learning algorithms.
kcorder/gym3
Vectorized interface for reinforcement learning environments
kcorder/hpc_tools
Useful scripts for running ML experiments on systems with Slurm or PBS schedulers
kcorder/karpathy.github.io
my blog
kcorder/maddpg_pytorch
PyTorch reimplementation of OpenAI's MADDPG method.
kcorder/on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
kcorder/PerceptualSimilarity
LPIPS metric. pip install lpips
kcorder/procgen
Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments
kcorder/python3-snippets
Collection of saved bits of code that will probably be useful again. Stuff like plotting, template classes for things, etc.
kcorder/qmix_variants
kcorder/vcg_dqn
kcorder/SynCAN