Search Results - RepositoryStats

354

2.7k

mit

32

A PyTorch Library for Meta-learning Research

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

Created 2019-08-08

357 commits to master branch, last one about a year ago

Metaworld Farama-Foundation

275

1.3k

mit

29

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

mujoco meta-rl multi-task benchmark-environments

Created 2019-09-09

809 commits to master branch, last one 15 days ago

torchopt metaopt

35

545

apache-2.0

13

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

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

Created 2022-04-08

262 commits to main branch, last one 4 months ago

pomdp-baselines twni2016

40

307

mit

5

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

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

Created 2021-10-09

97 commits to main branch, last one about a year ago

unstable_baselines x35f

12

128

unknown

4

Re-implementations of SOTA RL algorithms.

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

Created 2020-11-28

285 commits to main branch, last one about a year ago

meta-learning-for-everyone dongminlee94

23

99

apache-2.0

6

"모두를 위한 메타러닝" 책에 대한 코드 저장소

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

Created 2020-02-19

57 commits to main branch, last one 7 months ago

headless-ad corl-team

4

75

unknown

5

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

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

Created 2024-02-06

2 commits to main branch, last one 9 months ago

FOCAL-ICLR LanqingLi1993

9

49

mit

3

Code for FOCAL Paper Published at ICLR 2021

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

Created 2020-10-02

27 commits to master branch, last one 11 months ago

advanced-machine-learning mohammadmozafari

6

46

unknown

3

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

Created 2022-08-30

8 commits to master branch, last one 2 years ago

First-Explore btnorman

2

36

unknown

2

Repo to reproduce the First-Explore paper results

meta-rl sequence-modeling reinforcement-learning

Created 2023-07-05

13 commits to main branch, last one about a year ago

ad-eps corl-team

1

27

unknown

2

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

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

Created 2024-02-06

3 commits to main branch, last one 2 months ago