chrischute / pbt
Population-Based Training in Python
☆18Updated 6 years ago
Alternatives and similar repositories for pbt:
Users that are interested in pbt are comparing it to the libraries listed below
- PyTorch implementation of Memory Augmented Self-Play☆50Updated 4 years ago
- ☆43Updated 5 years ago
- Attempt at reinforcement learning with curiosity for Sonic the Hedgehog games. Number 149 on OpenAI retro contest leaderboard, but more w…☆32Updated 6 years ago
- Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.☆77Updated 4 years ago
- ☆80Updated last year
- Code for ICLR 2019 paper Learning Dynamics Model by Incorporating the Long Term Future☆50Updated 5 years ago
- A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.☆10Updated 5 years ago
- Adapting the AlphaZero algorithm to remove the need of execution traces to train NPI.☆79Updated last year
- Code for our paper: Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies☆15Updated 6 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆61Updated last year
- Explore the optimization landscape for direct policy learning reinforcement learning.☆50Updated 6 years ago
- Code accompanying the OptionGAN paper.☆44Updated 6 years ago
- A collection of notebooks aiding the understanding of machine-learning papers.☆10Updated 3 years ago
- Reward Learning by Simulating the Past☆44Updated 5 years ago
- PyTorch implementation of the NIPS'17 paper Training Deep Networks without Learning Rates Through Coin Betting.☆37Updated 6 years ago
- RL framework for embodied agents based on PyTorch☆12Updated 5 years ago
- Flexible Reinforcement Learning Framework with PyTorch☆22Updated 4 years ago
- Optimized Differentiable Neural Computer In Chainer☆23Updated 6 years ago
- Generic reinforcement learning codebase in TensorFlow☆95Updated 3 years ago
- Code for human intervention reinforcement learning☆33Updated 7 years ago
- A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning☆93Updated 4 years ago
- Boiler plate code for Torch based ML projects☆10Updated 3 years ago
- Template for building 2D grid worlds with OpenAI Gym and Pycolab☆14Updated 5 years ago
- Reproducing results from DeepMind's paper on Population Based Training of Neural Networks.☆56Updated 6 years ago
- ☆45Updated 5 years ago
- On the pitfalls of measuring emergent communication☆34Updated 6 years ago
- Implementation of Adversarial Variational Optimization in PyTorch☆43Updated 6 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
- mplementation of Advantage Actor Critic (A2C) and Proximal Policy Optimization Algorithm (PPO) use the advantages of Tensorflow 2.x.☆9Updated 4 years ago
- Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees☆93Updated 5 years ago