Pinned Repositories
arc
ARC: A tool for creating artificial languages with rhythmicity control
arc_workshop
CausalWorld
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
forknet
Re-implementation of ForkNet for deep learning based brain segmentation.
homomorphismvae
jemris
JEMRIS is a versatile, open-source, multi-purpose MRI simulator.
mpm-sim
Utility scripts for working with multi-parameter maps in JEMRIS.
riemann-nn
Understanding the paper "Principles of Riemannian Geometry in Neural Networks" by Michael Hauser and Asok Ray
milosen's Repositories
milosen/riemann-nn
Understanding the paper "Principles of Riemannian Geometry in Neural Networks" by Michael Hauser and Asok Ray
milosen/forknet
Re-implementation of ForkNet for deep learning based brain segmentation.
milosen/mpm-sim
Utility scripts for working with multi-parameter maps in JEMRIS.
milosen/arc
ARC: A tool for creating artificial languages with rhythmicity control
milosen/arc_workshop
milosen/CausalWorld
CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
milosen/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
milosen/dsprites-dataset
Dataset to assess the disentanglement properties of unsupervised learning methods
milosen/homomorphismvae
milosen/jemris
JEMRIS is a versatile, open-source, multi-purpose MRI simulator.
milosen/mastering-urlb
[ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and use planning (Dyna-MPC) during fine-tuning.
milosen/milosen.github.io
Allan Lab website
milosen/pomdp-baselines
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
milosen/rustml
milosen/oderl
Experiment code for "Continuous-Time Model-Based Reinforcement Learning"
milosen/Safe-Policy-Optimization
NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms