Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.
☆27May 11, 2021Updated 5 years ago
Alternatives and similar repositories for maml-rl-tf2
Users that are interested in maml-rl-tf2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Taming MAML: efficient unbiased meta-reinforcement learning☆30Sep 30, 2022Updated 3 years ago
- TRPO Implementation in Tensorflow 2.0 for Reinforcement Learning Project @ Sapienza☆16Mar 25, 2023Updated 3 years ago
- Tensorflow implementation of SNAIL and RL2☆11Aug 17, 2019Updated 7 years ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆45Nov 15, 2018Updated 7 years ago
- Implementation of Proximal Meta-Policy Search (ProMP) as well as related Meta-RL algorithm. Includes a useful experiment framework for Me…☆248Sep 30, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch implementation of Episodic Meta Reinforcement Learning on variants of the "Two-Step" task. Reproduces the results found in three …☆38Dec 12, 2020Updated 5 years ago
- E-MAML, and RL-MAML baseline implemented in Tensorflow v1☆17Dec 7, 2019Updated 6 years ago
- A TensorFlow 2.0 with eager execution implementation of Pytorch OpenAI few-shot regression toy example☆16Jun 24, 2019Updated 7 years ago
- Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch☆884Dec 27, 2022Updated 3 years ago
- TensorFlow 2.0 implementation of MAML.☆83Jul 12, 2019Updated 7 years ago
- Meta Reinforcement Learning Experiments☆35Aug 22, 2017Updated 9 years ago
- PyTorch implementation of Count-Based Exploration with Neural Density Models☆10Mar 22, 2018Updated 8 years ago
- (Personal project) Pruning algorithm for DNNs using "lottery ticket" pruning☆10Dec 8, 2022Updated 3 years ago
- PyTorch implementation for our paper "Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation"☆14Apr 19, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This project applies Monte Carlo Tree Search (MCTS) to a simple grid world.☆10May 30, 2018Updated 8 years ago
- A curated list of awesome Meta Reinforcement Learning☆35May 7, 2020Updated 6 years ago
- Simulation system for path planning evaluation☆13Dec 13, 2025Updated 9 months ago
- A modular toolbox for meta-learning research with a focus on speed and reproducibility.☆125Apr 13, 2023Updated 3 years ago
- Exploration based Reinforcement Learning. (Montezuma Revenge)☆14Jul 23, 2018Updated 8 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆20Jan 19, 2023Updated 3 years ago
- ROS 2 example packages☆11Nov 9, 2020Updated 5 years ago
- Frontier Exploration in ROS2☆16Nov 29, 2020Updated 5 years ago
- Fleet Management Simulation Framework☆33Feb 24, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Experiments to train transformer network to master reinforcement learning environments.☆32Mar 14, 2021Updated 5 years ago
- Code for "Fast Context Adaptation via Meta-Learning"☆145Mar 22, 2021Updated 5 years ago
- Implementation of the most important parts of the Lottery Ticket Hypothesis Paper☆12Jul 2, 2018Updated 8 years ago
- PyTorch implementation of Probabilistic Network Ensembles on toy problems☆23Feb 1, 2023Updated 3 years ago
- A well-documented A2C written in PyTorch☆53Jun 3, 2019Updated 7 years ago
- The Intermediate Goal of the project is to train a GPT like architecture to learn to summarise reddit posts from human preferences, as th…☆12Jul 14, 2021Updated 5 years ago
- ☆14Jan 25, 2019Updated 7 years ago
- Assorted Gazebo plugins I've written over the years☆12Aug 25, 2019Updated 7 years ago
- Multi-Level Adversarial for Cross-lingual Name Tagging☆12Jun 18, 2020Updated 6 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Meta-SGD Algorithms Implementation☆22Jul 18, 2024Updated 2 years ago
- pytorch maml with Multi-GPUs, fast and simplest implementation☆13Dec 4, 2020Updated 5 years ago
- Reinforcement Learning using the Actor-Critic framework for the L2RPN challenge (https://l2rpn.chalearn.org/ & https://competitions.codal…☆39Jul 15, 2019Updated 7 years ago
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Dec 21, 2021Updated 4 years ago
- Tensorflow implementation of Meta-Learning with Temporal Convolutions☆97Oct 15, 2017Updated 8 years ago
- ☆13Mar 29, 2019Updated 7 years ago
- Collection of awesome Call for Papers to submit your Reinforcement Learning papers☆18Sep 13, 2021Updated 5 years ago