meta-rl

There are 3 repositories under meta-rl topic.

learn2learn
learnables / learn2learn
A PyTorch Library for Meta-learning Research
few-shot finetuning learn2learn learning2learn maml meta-descent meta-learning meta-optimization meta-rl metalearning pytorch
Language:Python 2553
Farama-Foundation / Metaworld
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
meta-rl multi-task benchmark-environments mujoco
Language:Python 1117
torchopt
metaopt / torchopt
TorchOpt is an efficient library for differentiable optimization built upon PyTorch.
functional-programming optimizer pytorch meta-reinforcement-learning deep-learning meta-learning meta-rl bilevel-optimization differentiable-optimization implicit-differentiation optimization differentiable-programming automatic-differentiation
Language:Python 503
twni2016 / pomdp-baselines
Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022
credit-assignment deep-reinforcement-learning discrete-sac generalization meta-rl pomdp pytorch recurrent-neural-networks robust-rl sac td3
Language:Python 277
x35f / unstable_baselines
Re-implementations of SOTA RL algorithms.
baselines meta-rl model-based-rl pytorch reinforcement-learning
Language:Python 114
dongminlee94 / meta-learning-for-everyone
"모두를 위한 메타러닝" 책에 대한 코드 저장소
maml maml-rl mann matching-network meta-learning meta-rl meta-sl pearl prototypical-network rl2 snail
Language:Jupyter Notebook 95
LanqingLi1993 / FOCAL-ICLR
Code for FOCAL Paper Published at ICLR 2021
offline-reinforcement-learning meta-learning distance-metric-learning meta-rl multi-task-learning reinforcement-learning
Language:Python 47
btnorman / First-Explore
Repo to reproduce the First-Explore paper results
meta-rl reinforcement-learning sequence-modeling
Language:Jupyter Notebook 33
llan-ml / tesp
Implementation of our paper "Meta Reinforcement Learning with Task Embedding and Shared Policy"
tesp meta-rl meta-learning meta-reinforcement reinforcement-learning
Language:Python 33
metarl / awesome-metarl
A curated list of awesome Meta Reinforcement Learning
meta-rl reinforcement-meta-learning meta-learning reinforcement-learning awesome
27
confiwent / NeuralABR-Pensieve-PPO-MAML
Reimplementing existing learning-based ABR algorithms for dynamic video streaming. These algorithms were implemented with Pytorch and python3
abr video-streaming a3c pensieve meta-rl ppo pytorch
Language:Python 25
schneimo / maml-rl-tf2
Implementation of Model-Agnostic Meta-Learning (MAML) applied on Reinforcement Learning problems in TensorFlow 2.
maml maml-rl meta-learning meta-reinforcement meta-rl paper reinforcement-learning tensorflow2
Language:Python 24
corl-team / ad-eps
Official Implementation for "In-Context Reinforcement Learning from Noise Distillation"
algorithm-distillation in-context in-context-reinforcement-learning meta-rl reinforcement-learning
Language:Python 17
corl-team / headless-ad
Official Implementation for "In-Context Reinforcement Learning for Variable Action Spaces"
algorithm-distillation in-context-learning in-context-reinforcement-learning meta-rl reinforcement-learning
Language:Python 17
yoonholee / reinforcement-learning-papers
My notes on reinforcement learning papers
reinforcement-learning papers meta-rl hierarchical-reinforcement-learning deep-reinforcement-learning
14
RoozbehRazavi / BIMRL
Implementation of BIMRL: Brain Inspired Meta Reinforcement Learning - Roozbeh Razavi et al. (IROS 2022)
meta-learning neuroscience-inspired-ai meta-rl pytorch reinforcement-learning
Language:Python 10
WangJingyao07 / MetaLearning-Lab
🌈 The code and methods offered in Awesome-META+: https://wangjingyao07.github.io/Awesome-Meta-Learning-Platform/
datasets few-shot-learning meta-learning meta-rl metaoptimization methods papers platform tests
Language:Python 9
gomerudo / nas-dmrl
Learning to reinforcement learn for Neural Architecture Search
meta-rl nas neural-architecture-search reinforcement-learning meta-dataset
Language:Jupyter Notebook 5
JRPCF / Learning-to-Learn-using-Biologically-Inspired-Model-Agnostic-Meta-Learning
maml meta-rl reinforcement-learning practical-applications mujoco robotics-simulation
Language:Python 5
corl-team / toy-meta-gym
Toy meta-RL environments for testing algorithms implementations
in-context-reinforcement-learning meta-rl reinforcement-learning
Language:Python 4
CIMBIBOY / GenReL-World
GenReL-World is a general Reinforcement Learning framework to utilize various world models as environments for robot manipulation
meta-rl planning reinforcement-learning robotics
Language:Python 2
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.
continual-learning maml meta-rl multitask-learning prototypical-networks snail goal-conditioned-rl
Language:Jupyter Notebook 2
sharmaswastik / EE-675A-Course-Project
An implementation of Meta RL submitted as a course project for the course EE675A (Introduction to Reinforcement Learning)
meta-rl reinforcement-learning-agent
Language:Jupyter Notebook