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Topic: "meta-reinforcement-learning"

metaopt/torchopt

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

Language: Python - Size: 5.27 MB - Last synced at: 12 days ago - Pushed at: 17 days ago - Stars: 579 - Forks: 36

yingchengyang/Reinforcement-Learning-Papers

Related papers for reinforcement learning, including classic papers and latest papers in top conferences

Size: 2.87 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 386 - Forks: 27

Allenpandas/Reinforcement-Learning-Papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL),including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

Size: 608 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 246 - Forks: 30

dunnolab/xland-minigrid

JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️

Language: Python - Size: 950 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 199 - Forks: 16

dunnolab/xland-minigrid-datasets

XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning

Language: Python - Size: 631 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 63 - Forks: 9

mtrazzi/two-step-task

Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforcement Learn".

Language: Jupyter Notebook - Size: 8.71 MB - Last synced at: 13 days ago - Pushed at: about 6 years ago - Stars: 58 - Forks: 13

lucaslingle/pytorch_rl2

Implementation of 'RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning'

Language: Python - Size: 223 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 46 - Forks: 9

LinZichuan/AdMRL

Code for paper "Model-based Adversarial Meta-Reinforcement Learning" (https://arxiv.org/abs/2006.08875)

Language: Python - Size: 878 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 31 - Forks: 6

EzgiKorkmaz/generalization-reinforcement-learning

A Survey Analyzing Generalization in Deep Reinforcement Learning

Size: 5.86 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 29 - Forks: 0

RobvanGastel/meta-rl-algorithms

A collection of Meta-Reinforcement Learning algorithms in PyTorch

Language: Python - Size: 13.4 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 29 - Forks: 3

Allenpandas/2023-Reinforcement-Learning-Conferences-Papers

The proceedings of top conference in 2023 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Size: 352 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 0

confiwent/merina

Implementation of Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning - N. Kan et al. (ACM MM22)

Language: Python - Size: 58.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 28 - Forks: 6

TroddenSpade/Meta-Reinforcement-Learning

Code snippets of Meta Reinforcement Learning algorithms

Language: Jupyter Notebook - Size: 27.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 0

BKHMSI/Meta-RL-TwoStep-Task

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!

Language: Python - Size: 1.03 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 2

WangJingyao07/Meta-Learning-Papers-with-Code

🎉🎨 This repository contains a reading list of papers with code on **Meta-Learning** and ***Meta-Reinforcement-Learning*

Size: 116 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 3

airs-cuhk/airsoul

Next-gen Foundation Model for Embodied AI

Language: Python - Size: 2.58 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 14 - Forks: 6

FutureAGI/Xenoverse

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

Language: Python - Size: 1.58 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 13 - Forks: 5

instadeepai/outer-value-function-meta-rl

Code of the paper: Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function

Language: Jupyter Notebook - Size: 9.36 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2

BKHMSI/Meta-RL-Harlow

PyTorch implementation of two variants of the Harlow visual fixation task (PsychLab and 1D version). Reproduces the results found in two papers. Check the ReadMe for more details!

Language: Python - Size: 30.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

riccardopoiani/trio-non-stationary-meta-rl

Code for the paper "Meta-Reinforcement Learning by Tracking Task Non-stationarity" (IJCAI 2021)

Language: Python - Size: 31.6 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

Allenpandas/2020-Reinforcement-Learning-Conferences-Papers 📦

The proceedings of top conference in 2020 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Size: 94.7 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

ZJLAB-AMMI/HS-OMRL

Python code to implement hard sampling based task representation learning for robust offline meta RL

Language: Python - Size: 125 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Allenpandas/2021-Reinforcement-Learning-Conferences-Papers 📦

The proceedings of top conference in 2021 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Size: 108 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

chenci107/meta-q-learning Fork of amazon-science/meta-q-learning

Code for the paper "Meta-Q-Learning"( ICLR 2020)

Size: 2.42 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

IraKorshunova/bruno-sac

meta-RL soft actor-critic with BRUNO for task inference

Language: Python - Size: 60.5 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

EzgiKorkmaz/AI-Safety

AAAI 2025 Tutorial on Machine Learning Safety

Size: 4.88 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

zhaozijie2022/mg2l

a novel algo for meta-MARL; 元-多智能体强化学习算法

Language: Python - Size: 295 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Allenpandas/2017-Reinforcement-Learning-Conferences-Papers 📦

The proceedings of top conference in 2017 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Size: 38.1 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Allenpandas/2018-Reinforcement-Learning-Conferences-Papers 📦

The proceedings of top conference in 2018 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Size: 43.9 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Allenpandas/2019-Reinforcement-Learning-Conferences-Papers 📦

The proceedings of top conference in 2019 on the topic of Reinforcement Learning (RL), including: AAAI, IJCAI, NeurIPS, ICML, ICLR, ICRA, AAMAS and more.

Size: 55.7 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

abhishekmaha23/rapid-policy-transfer-rl

Rapid Policy Transfer in Reinforcement Learning - Graduation Project

Language: Python - Size: 3.6 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

anmold-07/GRNN-FaultChain-Predictor

Source code for the papers: Real-Time Risky Fault-Chain Search using Time-Varying Graph RNNs (ICLR) / GRNN-Based Real-Time Fault Chain Prediction (IEEE TPS). Built with PyTorch.

Language: Python - Size: 3.94 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

FutureAGI/L3C

Repository Switched To Xenoverse (https://github.com/FutureAGI/Xenoverse)

Size: 1.95 KB - Last synced at: 29 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

messlem99/Multi-Microgrid-Environment

Customized environment utilizing the OpenAI Gym library for controlling battery energy storage systems in multi-microgrids

Language: Python - Size: 15.6 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

confiwent/merina-plus

Implementation of the paper "MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning" - N. Kan, et. al., 2023

Language: Python - Size: 187 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Related Topics
reinforcement-learning 24 deep-reinforcement-learning 10 meta-learning 10 multi-agent-reinforcement-learning 8 safe-reinforcement-learning 6 icml 6 reinforcement-learning-algorithms 6 aaai 6 ijcai 6 inverse-reinforcement-learning 6 reinforcement-learning-papers 5 offline-reinforcement-learning 5 in-context-reinforcement-learning 4 icra 4 pytorch 4 aamas 4 iclr 4 tensorflow 3 deep-learning 3 in-context-learning 3 reinforcement-learning-agent 3 neurips 3 multiagent-reinforcement-learning 3 deepmind 3 reinforcement-learning-paper 3 simulation 2 artificial-intelligence 2 hierarchical-reinforcement-learning 2 robust-reinforcement-learning 2 reinforcement-learning-safety 2 rl-papers 2 adversarial-reinforcement-learning 2 dqn 2 abr 2 video-streaming 2 ai 2 a3c 2 model-based-rl 2 neuroscience 2 meta-rl 2 policy-gradient 1 reinforcement-learning-environments 1 marl 1 q-learning 1 optimizer 1 optimization 1 reinforcement-learning-conferences 1 reinforcement-learning-conferences-papers 1 cascading-failures 1 graph-recurrent-neural-networks 1 pomdps 1 imitation-learning 1 embodied-agent 1 reinforcement-learning-tutorials 1 embodied-ai 1 large-scale-meta-training 1 nips 1 agi 1 artificial-general-intelligence 1 general-purpose-in-context-learning 1 general-purpose-learning-agents 1 rl 1 rl-environment 1 rl-envs 1 simulator 1 bilevel-optimization 1 automatic-differentiation 1 differentiable-optimization 1 datasets 1 paper-implementations 1 notebook-jupyter 1 arxiv 1 trustworthy-machine-learning 1 trustworthy-artificial-intelligence 1 trustworthy-ai 1 rlhf 1 responsible-ml 1 responsible-ai 1 ml-security 1 differentiable-programming 1 ml-safety 1 machine-learning-safety 1 artifcial-intelligence-safety 1 ai-security 1 functional-programming 1 implicit-differentiation 1 ai-safety 1 adversarial-rl 1 adversarial-attacks 1 neurip 1 xland 1 python 1 minigrid 1 jax 1 single-task-many-shot-meta-rl 1 power-transmission-grids 1 information-bottleneck-theory 1 energy-optimization 1 gym-environment 1 microgrid 1