mtrazzi / meta_rl
The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.
☆37Updated 5 years ago
Alternatives and similar repositories for meta_rl:
Users that are interested in meta_rl are comparing it to the libraries listed below
- Modifiable OpenAI Gym environments for studying generalization in RL☆86Updated 6 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆57Updated 5 years ago
- ☆44Updated 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
- PyTorch implementation of Proximal Policy Optimization☆51Updated 7 years ago
- Deep Reinforcement Learning algorithms implemented in PyTorch☆49Updated 6 years ago
- ☆35Updated 6 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 6 years ago
- Convert DeepMind Control Suite to OpenAI gym environments.☆83Updated 5 years ago
- [ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement☆123Updated 5 years ago
- Augmented environments with RL☆103Updated 5 years ago
- Hierarchical Self-Play☆21Updated 6 years ago
- ☆43Updated 8 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- A Tensorflow implementation of the Option-Critic Architecture☆71Updated 7 years ago
- ☆85Updated 4 years ago
- Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks☆49Updated 2 years ago
- Stochastic Neural Networks for Hierarchical Reinforcement Learning☆95Updated 6 years ago
- Simple grid-world environment compatible with OpenAI-gym☆49Updated 4 years ago
- Implementation of Deepmind's Neural Episodic Control☆58Updated 6 years ago
- Inferring beliefs about dynamics from behavior☆29Updated 6 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆235Updated 2 years ago
- Code for experimenting with state and action abstractions in reinforcement learning.☆30Updated 4 years ago
- Pytorch implementation of LOLA (https://arxiv.org/abs/1709.04326) using DiCE (https://arxiv.org/abs/1802.05098)☆93Updated 6 years ago
- Code for 'The Grand Atari Challenge dataset' paper☆52Updated 7 years ago
- OpenAI Gym Wrapper for DeepMind Control Suite☆72Updated 3 years ago
- Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model☆150Updated 4 years ago
- Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstractions and Intrinsic Motivation☆87Updated 6 years ago
- Guided-Meta Policy Search☆41Updated 2 years ago
- Tutorials on learning and using successor representations.☆50Updated 5 years ago