RobertTLange / reading-notes-ml
Progress, Notes, Summaries and a lot of Questions on Machine Learning
☆55Updated 5 years ago
Alternatives and similar repositories for reading-notes-ml:
Users that are interested in reading-notes-ml are comparing it to the libraries listed below
- Mixture Density Networks (Bishop, 1994) tutorial in JAX☆59Updated 4 years ago
- JAX implementations of core Deep RL algorithms☆79Updated 2 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- Reinforcement learning library in JAX.☆100Updated last year
- A curated list of papers presented in the 📖"Flexible Learning Reading Group" @ TU Berlin. Join us! 🤗☆27Updated 4 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- ☆31Updated 6 years ago
- ☆28Updated 2 years ago
- Explore the optimization landscape for direct policy learning reinforcement learning.☆50Updated 6 years ago
- Clockwork VAEs in JAX/Flax☆32Updated 3 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆49Updated 3 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- Collection of in-progress libraries for entity neural networks.☆29Updated 2 years ago
- This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.☆31Updated 5 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- Functional machine learning for fun☆84Updated 3 years ago
- Code for the paper, "Learning Human Objectives by Evaluating Hypothetical Behavior"☆83Updated 5 years ago
- Reinforcement learning algorithms☆40Updated 6 years ago
- TorchingUp provides minimal implementations of common Reinforcement Learning algorithms written in PyTorch. It is meant to complement Ope…☆47Updated 2 years ago
- Modifiable OpenAI Gym environments for studying generalization in RL☆87Updated 6 years ago
- Implementation of Model-Agnostic Meta-Learning (MAML) in Jax☆189Updated 2 years ago
- Library to compare and evaluate reward functions☆65Updated last year
- Public Release of Plan2vec Implementation in pyTorch☆56Updated 2 years ago
- An environment for benchmarking commonsense agents☆28Updated 4 years ago
- Some small scale experiments for my blog posts 📝☆79Updated 2 years ago
- A framework for experimenting with never-ending learning☆74Updated 6 months ago
- Framework-agnostic library for checking array/tensor shapes at runtime.☆46Updated 3 years ago
- Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).☆89Updated 5 years ago
- Vectorization techniques for fast population-based training.☆55Updated 2 years ago
- ☆65Updated last year