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07/04/2023
Semantic Segmentation on 3D Point Clouds with High Density Variations
LiDAR scanning for surveying applications acquire measurements over wide...
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10/20/2022
Solving Reasoning Tasks with a Slot Transformer
The ability to carve the world into useful abstractions in order to reas...
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06/05/2020
Rapid Task-Solving in Novel Environments
When thrust into an unfamiliar environment and charged with solving a se...
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10/29/2019
Generalization of Reinforcement Learners with Working and Episodic Memory
Memory is an important aspect of intelligence and plays a role in many d...
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08/26/2019
OpenSpiel: A Framework for Reinforcement Learning in Games
OpenSpiel is a collection of environments and algorithms for research in...
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05/31/2019
Interval timing in deep reinforcement learning agents
The measurement of time is central to intelligent behavior. We know that...
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06/05/2018
Relational recurrent neural networks
Memory-based neural networks model temporal data by leveraging an abilit...
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06/04/2018
Relational inductive biases, deep learning, and graph networks
Artificial intelligence (AI) has undergone a renaissance recently, makin...
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05/23/2018
Dyna Planning using a Feature Based Generative Model
Dyna-style reinforcement learning is a powerful approach for problems wh...
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06/20/2017