meta-reinforcement-learning

Here are 33 public repositories matching this topic...

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".

reinforcement-learning tensorflow arxiv deepmind paper-implementations notebook-jupyter meta-reinforcement-learning

Updated Mar 28, 2019
Jupyter Notebook

BKHMSI / Meta-RL-Harlow

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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!

reinforcement-learning neuroscience deepmind-lab a3c deepmind meta-learning a3c-lstm meta-reinforcement-learning harlow psychlab

Updated Sep 2, 2020
Python

IraKorshunova / bruno-sac

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

tensorflow recurrent-neural-networks normalizing-flows soft-actor-critic meta-reinforcement-learning

Updated Sep 24, 2020
Python

BKHMSI / Meta-RL-TwoStep-Task

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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!

reinforcement-learning neuroscience lstm deepmind meta-learning a2c episodic-memory a2clstm differentiable-neural-dictionary meta-reinforcement-learning two-step-task

Updated Dec 12, 2020
Python

LinZichuan / AdMRL

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

tensorflow model-based-rl adversarial-training meta-reinforcement-learning

Updated Mar 6, 2021
Python

abhishekmaha23 / rapid-policy-transfer-rl

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Rapid Policy Transfer in Reinforcement Learning - Graduation Project

reinforcement-learning genetic-algorithm meta-reinforcement-learning

Updated Mar 30, 2021
Python

lucaslingle / pytorch_rl2

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

reinforcement-learning deep-learning pytorch meta-learning meta-reinforcement-learning

Updated Jan 1, 2022
Python

riccardopoiani / trio-non-stationary-meta-rl

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

reinforcement-learning deep-reinforcement-learning meta-reinforcement-learning

Updated May 3, 2022
Python

instadeepai / outer-value-function-meta-rl

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

reinforcement-learning meta-reinforcement-learning

Updated Nov 22, 2022
Jupyter Notebook

confiwent / merina

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

deep-reinforcement-learning pytorch video-streaming abr meta-reinforcement-learning

Updated Apr 27, 2023
Python

Ghiara / MELTS

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Context-Based Meta-Reinforcement Learning with Bayesian Nonparametric Models (MELTS)

openai-gym-environments locomotion-control meta-reinforcement-learning

Updated Jul 25, 2023
Python

ZJLAB-AMMI / HS-OMRL

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

reinforcement-learning-algorithms importance-sampling imbalanced-learning meta-reinforcement-learning offline-reinforcement-learning

Updated Aug 8, 2023
Python

TroddenSpade / Meta-Reinforcement-Learning

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Code snippets of Meta Reinforcement Learning algorithms

reinforcement-learning deep-learning pytorch maml trpo meta-learning ppo meta-reinforcement-learning

Updated Sep 7, 2023
Jupyter Notebook

Allenpandas / 2023-Reinforcement-Learning-Conferences-Papers

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

reinforcement-learning deep-reinforcement-learning reinforcement-learning-papers hierarchical-reinforcement-learning inverse-reinforcement-learning multi-agent-reinforcement-learning safe-reinforcement-learning meta-reinforcement-learning iclr-2023 neurips-2023 icml-2023 reinforcement-learning-paper deep-reinforcement-learning-paper deep-reinforcement-learning-papers aaai-2023 ijcai-2023 aamas-2023 icra-2023

Updated Nov 13, 2023

Allenpandas / 2021-Reinforcement-Learning-Conferences-Papers

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

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms aaai ijcai reinforcement-learning-papers inverse-reinforcement-learning iclr icml icra reinforcement-learning-agent aamas multi-agent-reinforcement-learning safe-reinforcement-learning reinforcement-learning-environments marl meta-reinforcement-learning reinforcement-learning-paper

Updated Nov 13, 2023

Allenpandas / 2020-Reinforcement-Learning-Conferences-Papers

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

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms aaai ijcai inverse-reinforcement-learning icml multi-agent-reinforcement-learning meta-reinforcement-learning offline-reinforcement-learning rl-papers neurip

Updated Nov 22, 2023

Allenpandas / 2019-Reinforcement-Learning-Conferences-Papers

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

reinforcement-learning reinforcement-learning-algorithms aaai ijcai inverse-reinforcement-learning iclr icml multiagent-reinforcement-learning icra reinforcement-learning-agent aamas multi-agent-reinforcement-learning safe-reinforcement-learning neurips meta-reinforcement-learning offline-reinforcement-learning

Updated Nov 25, 2023

Allenpandas / 2018-Reinforcement-Learning-Conferences-Papers

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

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms aaai ijcai nips reinforcement-learning-papers inverse-reinforcement-learning iclr icml multiagent-reinforcement-learning icra reinforcement-learning-agent reinforcement-learning-tutorials aamas safe-reinforcement-learning neurips meta-reinforcement-learning offline-reinforcement-learning

Updated Nov 27, 2023

Allenpandas / 2017-Reinforcement-Learning-Conferences-Papers

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

reinforcement-learning deep-reinforcement-learning dqn reinforcement-learning-algorithms a3c ddpg aaai ijcai inverse-reinforcement-learning iclr icml multiagent-reinforcement-learning icra aamas multi-agent-reinforcement-learning meta-reinforcement-learning

Updated Nov 27, 2023

WangJingyao07 / Meta-Learning-Papers-with-Code

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

meta-learning papers-with-code meta-reinforcement-learning

Updated Feb 29, 2024

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meta-reinforcement-learning

Here are 33 public repositories matching this topic...

mtrazzi / two-step-task

BKHMSI / Meta-RL-Harlow

IraKorshunova / bruno-sac

BKHMSI / Meta-RL-TwoStep-Task

LinZichuan / AdMRL

abhishekmaha23 / rapid-policy-transfer-rl

lucaslingle / pytorch_rl2

riccardopoiani / trio-non-stationary-meta-rl

instadeepai / outer-value-function-meta-rl

confiwent / merina

Ghiara / MELTS

ZJLAB-AMMI / HS-OMRL

TroddenSpade / Meta-Reinforcement-Learning

Allenpandas / 2023-Reinforcement-Learning-Conferences-Papers

Allenpandas / 2021-Reinforcement-Learning-Conferences-Papers

Allenpandas / 2020-Reinforcement-Learning-Conferences-Papers

Allenpandas / 2019-Reinforcement-Learning-Conferences-Papers

Allenpandas / 2018-Reinforcement-Learning-Conferences-Papers

Allenpandas / 2017-Reinforcement-Learning-Conferences-Papers

WangJingyao07 / Meta-Learning-Papers-with-Code

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