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meta-rl

Here are 25 public repositories matching this topic...

learn2learn

learnables / learn2learn

A PyTorch Library for Meta-learning Research

pytorch maml meta-learning few-shot finetuning meta-rl metalearning learning2learn learn2learn meta-descent meta-optimization

Updated Jun 7, 2024
Python

Farama-Foundation / Metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

multi-task mujoco meta-rl benchmark-environments

Updated Jun 14, 2025
Python

torchopt

metaopt / torchopt

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

deep-learning functional-programming optimization automatic-differentiation optimizer pytorch bilevel-optimization meta-learning differentiable-programming meta-rl meta-reinforcement-learning implicit-differentiation differentiable-optimization

Updated Jun 2, 2025
Python

twni2016 / pomdp-baselines

Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022

deep-reinforcement-learning pytorch recurrent-neural-networks sac pomdp generalization credit-assignment meta-rl robust-rl td3 discrete-sac

Updated Aug 22, 2024
Python

x35f / unstable_baselines

Re-implementations of SOTA RL algorithms.

reinforcement-learning pytorch model-based-rl baselines meta-rl

Updated Sep 7, 2023
Python

dongminlee94 / meta-learning-for-everyone

"모두를 위한 메타러닝" 책에 대한 코드 저장소

pearl maml mann meta-learning snail meta-rl prototypical-network maml-rl matching-network rl2 meta-sl

Updated May 27, 2025
Jupyter Notebook

corl-team / headless-ad

Official Implementation for "In-Context Reinforcement Learning for Variable Action Spaces"

reinforcement-learning meta-rl in-context-learning in-context-reinforcement-learning algorithm-distillation

Updated Feb 11, 2024
Python

mohammadmozafari / advanced-machine-learning

This repo contains the implementation of some new papers on some advanced topics of machine learning e.g. meta-learning, reinforcement-learning, meta-reinforcement-learning, continual-learning and etc.

maml snail continual-learning meta-rl multitask-learning prototypical-networks goal-conditioned-rl

Updated Sep 9, 2022
Jupyter Notebook

LanqingLi1993 / FOCAL-ICLR

Code for FOCAL Paper Published at ICLR 2021

reinforcement-learning distance-metric-learning multi-task-learning meta-learning meta-rl offline-reinforcement-learning

Updated Dec 4, 2023
Python

confiwent / NeuralABR-Pensieve-PPO-MAML

Reimplementing existing learning-based ABR algorithms for dynamic video streaming. These algorithms were implemented with Pytorch and python3

pytorch a3c video-streaming abr pensieve ppo meta-rl

Updated May 29, 2024
Python

btnorman / First-Explore

Repo to reproduce the First-Explore paper results

reinforcement-learning meta-rl sequence-modeling

Updated Dec 25, 2024
Python

llan-ml / tesp

Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"

reinforcement-learning meta-learning meta-rl tesp meta-reinforcement

Updated May 17, 2019
Python

corl-team / ad-eps

Official Implementation for "In-Context Reinforcement Learning from Noise Distillation"

reinforcement-learning meta-rl in-context in-context-reinforcement-learning algorithm-distillation

Updated Sep 18, 2024
Python

metarl / awesome-metarl

A curated list of awesome Meta Reinforcement Learning

awesome reinforcement-learning meta-learning meta-rl reinforcement-meta-learning

Updated May 7, 2020

schneimo / maml-rl-tf2

Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.

reinforcement-learning paper maml meta-learning meta-rl tensorflow2 maml-rl meta-reinforcement

Updated May 11, 2021
Python

yoonholee / reinforcement-learning-papers

My notes on reinforcement learning papers

reinforcement-learning deep-reinforcement-learning papers hierarchical-reinforcement-learning meta-rl

Updated Jun 14, 2018

FutureAGI / Xenoverse

Xenoverse is a collection of randomized RL, Language, and general-purpose simulation environments, designed for training General-Purpose Learning Agents (GLAs).

simulator reinforcement-learning ai simulation agi artificial-intelligence rl artificial-general-intelligence meta-learning meta-rl rl-environment rl-envs meta-reinforcement-learning in-context-learning in-context-reinforcement-learning general-purpose-learning-agents general-purpose-in-context-learning

Updated May 8, 2025
Python

WangJingyao07 / MetaLearning-Lab

🌈 The code and methods offered in Awesome-META+: https://wangjingyao07.github.io/Awesome-Meta-Learning-Platform/

platform tests methods papers datasets meta-learning meta-rl metaoptimization few-shot-learning

Updated Mar 4, 2024
Python

RoozbehRazavi / BIMRL

Implementation of BIMRL: Brain Inspired Meta Reinforcement Learning - Roozbeh Razavi et al. (IROS 2022)

reinforcement-learning pytorch meta-learning meta-rl neuroscience-inspired-ai

Updated Dec 1, 2022
Python

corl-team / toy-meta-gym

Toy meta-RL environments for testing algorithms implementations

reinforcement-learning meta-rl in-context-reinforcement-learning

Updated Feb 21, 2024
Python

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