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05/30/2023
Training a HyperDimensional Computing Classifier using a Threshold on its Confidence
Hyperdimensional computing (HDC) has become popular for light-weight and...
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12/21/2022
Deep set conditioned latent representations for action recognition
In recent years multi-label, multi-class video action recognition has ga...
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11/15/2022
Structured Exploration Through Instruction Enhancement for Object Navigation
Finding an object of a specific class in an unseen environment remains a...
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04/12/2022
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning
Communication is crucial in multi-agent reinforcement learning when agen...
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10/29/2021
Learning to Communicate with Reinforcement Learning for an Adaptive Traffic Control System
Recent work in multi-agent reinforcement learning has investigated inter...
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10/29/2021
Mixed Cooperative-Competitive Communication Using Multi-Agent Reinforcement Learning
By using communication between multiple agents in multi-agent environmen...
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10/13/2021
A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark
In this paper, the authors investigate the Deep Sea Treasure (DST) probl...
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09/23/2021
An optimized application-context relocation approach for Connected and Automated Mobility (CAM)
In this paper, we study and present a management and orchestration frame...
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10/19/2020
Neural Additive Vector Autoregression Models for Causal Discovery in Time Series Data
Causal structure discovery in complex dynamical systems is an important ...
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09/18/2020
HTMRL: Biologically Plausible Reinforcement Learning with Hierarchical Temporal Memory
Building Reinforcement Learning (RL) algorithms which are able to adapt ...
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07/10/2020
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning
Reinforcement learning (RL) algorithms typically start tabula rasa, with...
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04/04/2020
Neurosciences and 6G: Lessons from and Needs of Communicative Brains
This paper presents the first comprehensive tutorial on a promising rese...
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10/09/2019