inverse-reinforcement-learning

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Here are 119 public repositories matching this topic...

kyungjaelee / dmpl_experiments

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Objectworld Experiments

inverse-reinforcement-learning learning-from-demonstration

Updated Oct 30, 2017
MATLAB

rzayanov / irl-teaching-limited-feedback

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active-learning inverse-reinforcement-learning birl interactive-teaching

Updated Sep 19, 2023
Python

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

Robin970822 / Ada-IRL

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Adaboost Inverse Reinforcement Learning

inverse-reinforcement-learning adaboost-learning

Updated May 27, 2018
Python

pedrodbs / Inverse-Reinforcement-Learning

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MDP Environments for Inverse Reinforcement Learning

python inverse-reinforcement-learning non-linear-rewards

Updated Mar 28, 2020
Python

dshan4585 / mdirl

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Mirror Descent Inverse Reinforcement Learning

inverse-reinforcement-learning mirror-descent

Updated Oct 9, 2023
Python

sunghoonhong / VI-GAIL

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Video Input Generative Adversarial Imitation Learning

reinforcement-learning generative-adversarial-network imitation-learning hierarchical-reinforcement-learning inverse-reinforcement-learning high-dimensional

Updated Jan 1, 2020
Python

gautams3 / IRL_IntelligentGrading

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Using Inverse Reinforcement Learning for grading of physical (sensorimotor) skills. This framework is a proof-of-concept with a toy problem of navigating in grid-based parking lot

machine-learning inverse-reinforcement-learning educational-technology

Updated Apr 28, 2018
Java

fedem96 / Minigrid_HCI-project

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Train agents on MiniGrid from human demonstrations using Inverse Reinforcement Learning

reinforcement-learning pytorch pyqt inverse-reinforcement-learning

Updated Apr 15, 2020
Python

KunalP117 / YouTube-Commenting-Analysis

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This repository contains data as well as code for analyzing rationally inattentive commenting behavior in YouTube. The formal theory and model is contained in the paper found at this link: https://www.jmlr.org/papers/volume21/19-872/19-872.pdf

inverse-reinforcement-learning revealed-preferences microeconomic-theory

Updated Jun 17, 2023
Jupyter Notebook

Morris73198 / mountaincar_irl_fix

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solve let do irl

mountain-car inverse-reinforcement-learning irl

Updated Mar 29, 2024
Python

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

amibeuret / fastrl

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FASTRL is a a set of benchmark tasks used in surgical training which are adapted to the reinforcement learning setting for the purpose of training agents capable of providing assistance to the surgical trainees. The benchmark is provided with the purpose of exploring the domain of human-centric teaching agents within the learning-to-teach formalism

reinforcement-learning inverse-reinforcement-learning surgical-data-science

Updated Apr 30, 2024
Python

IhteshamShah / Cooperative-Imitation-Learning-CIL-

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We have presented CIL method to learn the optimal dynamic treatment regime by exploiting information from both trajectories (positive and negative).

python imitation-learning inverse-reinforcement-learning dynamic-treatment-regimens

Updated Dec 5, 2022
Python

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

Qiong-Hu / Large-Scale_Social_and_Complex_Networks

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Implementation and application of graph theory, social network mining, reinforcement learning, and inverse reinforcement learning.

reinforcement-learning social-network network gcc mst graph-theory er-model inverse-reinforcement-learning infomap fast-greedy minimum-spanning-tree erdos-renyi-model edge-betweenness preferencial-attachment-model pa-model

Updated Sep 27, 2021
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.