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Aleksandr I. Panov

POGEMA: Partially Observable Grid Environment for Multiple Agents

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Jun 22, 2022
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IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents

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May 31, 2022
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Multitask Adaptation by Retrospective Exploration with Learned World Models

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Oct 25, 2021
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Long-Term Exploration in Persistent MDPs

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Sep 21, 2021
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Landmark Policy Optimization for Object Navigation Task

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Sep 17, 2021
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Q-Mixing Network for Multi-Agent Pathfinding in Partially Observable Grid Environments

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Aug 13, 2021
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Delta Schema Network in Model-based Reinforcement Learning

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Jul 08, 2020
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Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations

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Jun 17, 2020
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Hierarchical Deep Q-Network from Imperfect Demonstrations in Minecraft

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Feb 10, 2020
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Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering

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Jun 13, 2018
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