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09/11/2023
Large Language Models for Compiler Optimization
We explore the novel application of Large Language Models to code optimi...
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08/24/2023
Code Llama: Open Foundation Models for Code
We release Code Llama, a family of large language models for code based ...
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10/26/2022
Leveraging Demonstrations with Latent Space Priors
Demonstrations provide insight into relevant state or action space regio...
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10/20/2021
Hierarchical Skills for Efficient Exploration
In reinforcement learning, pre-trained low-level skills have the potenti...
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11/30/2018
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger
We formulate the problem of defogging as state estimation and future sta...
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11/21/2018
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War
We consider the problem of high-level strategy selection in the adversar...
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08/07/2017
STARDATA: A StarCraft AI Research Dataset
We release a dataset of 65646 StarCraft replays that contains 1535 milli...
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05/08/2017
Convolutional Sequence to Sequence Learning
The prevalent approach to sequence to sequence learning maps an input se...
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11/07/2016