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The Top 20 Reinforcement Learning Meta Open Source Projects

Open source projects categorized as Reinforcement Learning Meta
Categories > Community > Meta
Categories > Machine Learning > Reinforcement Learning
Ml Surveys ⭐ 2,538
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
most recent commit a year ago
Hands On Meta Learning With Python ⭐ 857
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
most recent commit 3 years ago
Meta Rl ⭐ 332
Implementation of Meta-RL A3C algorithm
most recent commit 7 years ago
Awesome Real World Rl ⭐ 199
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
most recent commit 4 years ago
Promp ⭐ 166
ProMP: Proximal Meta-Policy Search
most recent commit 5 years ago
Dream ⭐ 71
Decoupled Reward-free ExplorAtion and Execution for Meta-reinforcement learning
most recent commit a year ago
Hebbianmetalearning ⭐ 55
Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686
most recent commit 3 years ago
Meta Aad ⭐ 37
[ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
most recent commit a year ago
Meta_rl ⭐ 32
The Tensorflow code and a DeepMind Lab wrapper for my article "Meta-Reinforcement Learning" on FloydHub.
most recent commit 5 years ago
Two Step Task ⭐ 28
Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".
most recent commit 5 years ago
Meta Learning ⭐ 27
Meta Reinforcement Learning Experiments
most recent commit 7 years ago
Meta_intelligence ⭐ 27
AI research environment for program generation.
most recent commit a year ago
Meta Learning For Starcraft Ii Minigames ⭐ 20
We reproduced DeepMind's results and implement a meta-learning (MLSH) agent which can generalize across minigames.
most recent commit 3 years ago
Hierarchical Meta Reinforcement Learning ⭐ 19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
most recent commit 5 years ago
Tesp ⭐ 17
Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"
most recent commit 5 years ago
L2f ⭐ 15
Source code for CVPR 2020 paper "Learning to Forget for Meta-Learning"
most recent commit 3 years ago
Reinforcement Learning Papers ⭐ 13
My notes on reinforcement learning papers
most recent commit 6 years ago
Meta Rl Twostep Task ⭐ 10
PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three papers. Check the ReadMe for more details!
most recent commit 3 years ago
Mlsh Gpu ⭐ 7
most recent commit 6 years ago
Model Based Meta Rl ⭐ 5
Self-implemented code for Model-Based Meta-Reinforcement Learning
most recent commit 5 years ago
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