Variation-resistant Q-learning: Controlling and Utilizing Estimation Bias in Reinforcement Learning for Better Performance
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2021 |
Pentaliotis, Andreas |
Online Learning of non-Markovian Reward Models
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2021 |
Rens, Gavin |
Discrete and Continuous Deep Residual Learning over Graphs
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2021 |
Avelar, Pedro H. C. |
An Investigation Into the Effect of the Learning Rate on Overestimation Bias of Connectionist Q-learning
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2021 |
Chen, Yifei |
Can We Detect Harmony in Artistic Compositions? A Machine Learning Approach
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2021 |
Vandor, Adam |
YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors
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2021 |
Kowol, Kamil |
A New Parking Space Allocation System based on a Distributed Constraint Optimization Approach
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2021 |
Ali, Atik |
Portable High-level Agent Programming with golog++
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2021 |
Mataré, Victor |
Beneficial Effect of Combined Replay for Continual Learning
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2021 |
Solinas, M. |
TWIN-GRU: Twin Stream GRU Network for Action Recognition from RGB Video
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2021 |
Essefi, Hajer |
Measuring Inflation within Virtual Economies using Deep Reinforcement Learning
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2021 |
Stephens, Conor |
Generating Commonsense Ontologies with Answer Set Programming
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2021 |
Jakob, Stefan |
Probabilistic (k,l)-Context-Sensitive Grammar Inference with Gibbs Sampling Applied to Chord Sequences
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2021 |
Lopes, Henrique Barros |
Why It is Hard to Find AI in SMEs: A Survey from the Practice and How to Promote It
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2021 |
Bunte, Andreas |
A Crowdsourcing Methodology for Improved Geographic Focus Identification of News-stories
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2021 |
Rodosthenous, Christos |
Generating Reactive Robots' Behaviors using Genetic Algorithms
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2021 |
Savage, Jesus |
Cycle4Value: A Blockchain-based Reward System to Promote Cycling and Reduce CO, Footprint
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2021 |
Seewald, Alexander K. |
Analyzing Adversarial Attacks against Deep Learning for Robot Navigation
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2021 |
Khedher, Mohamed Ibn |
Dynamic and Scalable Deep Neural Network Verification Algorithm
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2021 |
Khedher, Mohamed Ibn |
Identifying Depression Clues using Emotions and AI
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2021 |
Martins, Ricardo |