06-30-2020
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Similarity Search for Efficient Active Learning and
Search of Rare Concepts
by
Cody Coleman
et al
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06-30-2020
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Model-based Reinforcement Learning: A Survey
by
Thomas M. Moerland
et al
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07-01-2020
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Drug discovery with explainable artificial intelligence
by
José Jiménez-Luna
et al
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07-02-2020
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Can We Achieve More with Less? Exploring Data
Augmentation for Toxic Comment Classification
by
Chetanya Rastogi
et al
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07-01-2020
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Adversarial Example Games
by
Avishek Joey Bose
et al
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07-02-2020
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The Impact of Explanations on AI Competency Prediction
in VQA
by
Kamran Alipour
et al
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07-02-2020
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PerceptionGAN: Real-world Image Construction from
Provided Text through Perceptual Understanding
by
Kanish Garg
et al
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07-01-2020
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Learning Search Space Partition for Black-box
Optimization using Monte Carlo Tree Search
by
Linnan Wang
et al
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07-01-2020
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Opportunities and Challenges in Deep Learning
Adversarial Robustness: A Survey
by
Samuel Henrique Silva
et al
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07-01-2020
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Facts as Experts: Adaptable and Interpretable Neural
Memory over Symbolic Knowledge
by
Pat Verga
et al
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06-30-2020
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Reinforcement Learning based Control of Imitative
Policies for Near-Accident Driving
by
Zhangjie Cao
et al
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07-01-2020
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Policy Improvement from Multiple Experts
by
Ching-An Cheng
et al
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07-01-2020
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Multimodal Text Style Transfer for Outdoor
Vision-and-Language Navigation
by
Wanrong Zhu
et al
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07-01-2020
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A Semantic Web Framework for Automated Smart
Assistants: COVID-19 Case Study
by
Yusuf Sermet
et al
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06-30-2020
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OSCaR: Orthogonal Subspace Correction and Rectification
of Biases in Word Embeddings
by
Sunipa Dev
et al
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07-02-2020
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Federated Learning and Differential Privacy: Software
tools analysis, the Sherpa.ai FL framework and
methodological guidelines for preserving data privacy
by
Nuria Rodríguez-Barroso
et al
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07-01-2020
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COVID-19 Literature Knowledge Graph Construction and
Drug Repurposing Report Generation
by
Qingyun Wang
et al
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06-30-2020
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A Survey on Recent Progress in the Theory of
Evolutionary Algorithms for Discrete Optimization
by
Benjamin Doerr
et al
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07-02-2020
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Verifiably Safe Exploration for End-to-End
Reinforcement Learning
by
Nathan Hunt
et al
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07-03-2020
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Visual Question Answering as a Multi-Task Problem
by
Amelia Elizabeth Pollard
et al
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07-03-2020
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A Conceptual Framework for Externally-influenced
Agents: An Assisted Reinforcement Learning Review
by
Adam Bignold
et al
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06-30-2020
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Correction of Faulty Background Knowledge based on
Condition Aware and Revise Transformer for Question
Answering
by
Xinyan Zhao
et al
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07-02-2020
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Higher-order Logic as Lingua Franca -- Integrating
Argumentative Discourse and Deep Logical Analysis
by
David Fuenmayor
et al
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06-30-2020
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Neural Datalog Through Time: Informed Temporal Modeling
via Logical Specification
by
Hongyuan Mei
et al
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07-02-2020
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Deep reinforcement learning driven inspection and
maintenance planning under incomplete information and
constraints
by
C. P. Andriotis
et al
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07-01-2020
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Continual Learning: Tackling Catastrophic Forgetting in
Deep Neural Networks with Replay Processes
by
Timothée Lesort
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07-03-2020
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Temporal-Logic-Based Reward Shaping for Continuing
Learning Tasks
by
Yuqian Jiang
et al
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07-01-2020
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Latent Compositional Representations Improve Systematic
Generalization in Grounded Question Answering
by
Ben Bogin
et al
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07-01-2020
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SemEval-2020 Task 4: Commonsense Validation and
Explanation
by
Cunxiang Wang
et al
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07-03-2020
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Expected Eligibility Traces
by
Hado van Hasselt
et al
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07-01-2020
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Reasoning with Contextual Knowledge and Influence
Diagrams
by
Erman Acar
et al
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07-03-2020
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PsychFM: Predicting your next gamble
by
Prakash Rajan
et al
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07-01-2020
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Quantifying causal contribution via structure
preserving interventions
by
Dominik Janzing
et al
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07-02-2020
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Human-centered collaborative robots with deep
reinforcement learning
by
Ali Ghadirzadeh
et al
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06-30-2020
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Ontology-guided Semantic Composition for Zero-Shot
Learning
by
Jiaoyan Chen
et al
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07-01-2020
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Signature-Based Abduction for Expressive Description
Logics -- Technical Report
by
Patrick Koopmann
et al
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07-03-2020
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An Autonomous Free Airspace En-route Controller using
Deep Reinforcement Learning Techniques
by
Joris Mollinga
et al
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06-30-2020
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On the Applicability of ML Fairness Notions
by
Karima Makhlouf
et al
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06-30-2020
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R2-B2: Recursive Reasoning-Based Bayesian Optimization
for No-Regret Learning in Games
by
Zhongxiang Dai
et al
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07-01-2020
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Designing Environments Conducive to Interpretable Robot
Behavior
by
Anagha Kulkarni
et al
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07-01-2020
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Unifying Model Explainability and Robustness via
Machine-Checkable Concepts
by
Vedant Nanda
et al
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07-01-2020
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From Spectrum Wavelet to Vertex Propagation: Graph
Convolutional Networks Based on Taylor Approximation
by
Songyang Zhang
et al
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07-03-2020
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Strategies for Using Proximal Policy Optimization in
Mobile Puzzle Games
by
Jeppe Theiss Kristensen
et al
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07-01-2020
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Convex Regularization in Monte-Carlo Tree Search
by
Tuan Dam
et al
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07-03-2020
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On Symbolically Encoding the Behavior of Random Forests
by
Arthur Choi
et al
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07-02-2020
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Multi-agent Planning for thermalling gliders using
multi level graph-search
by
Muhammad Aneeq uz Zaman
et al
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07-03-2020
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Learning intuitive physics and one-shot imitation using
state-action-prediction self-organizing maps
by
Martin Stetter
et al
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07-02-2020
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Am I Building a White Box Agent or Interpreting a Black
Box Agent?
by
Tom Bewley
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06-30-2020
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Verification of indefinite-horizon POMDPs
by
Alexander Bork
et al
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06-30-2020
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On Finite Entailment of Non-Local Queries in
Description Logics
by
Tomasz Gogacz
et al
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06-30-2020
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Situation Calculus by Term Rewriting
by
David A. Plaisted
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06-30-2020
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Testing match-3 video games with Deep Reinforcement
Learning
by
Nicholas Napolitano
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07-01-2020
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Medical idioms for clinical Bayesian network
development
by
Evangelia Kyrimi
et al
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07-01-2020
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Gradient Temporal-Difference Learning with Regularized
Corrections
by
Sina Ghiassian
et al
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07-01-2020
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Allocation of Multi-Robot Tasks with Task Variants
by
Zakk Giacometti
et al
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07-03-2020
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Ensemble Regression Models for Software Development
Effort Estimation: A Comparative Study
by
Halcyon D. P. Carvalho
et al
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06-30-2020
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Mobile Link Prediction: Automated Creation and
Crowd-sourced Validation of Knowledge Graphs
by
Mark Christopher Ballandies
et al
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07-02-2020
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Hierarchically-Organized Latent Modules for Exploratory
Search in Morphogenetic Systems
by
Mayalen Etcheverry
et al
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07-01-2020
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A Generalized Reinforcement Learning Algorithm for
Online 3D Bin-Packing
by
Richa Verma
et al
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06-30-2020
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A Novel RL-assisted Deep Learning Framework for
Task-informative Signals Selection and Classification
for Spontaneous BCIs
by
Wonjun Ko
et al
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06-30-2020
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Learning Post-Hoc Causal Explanations for
Recommendation
by
Shuyuan Xu
et al
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06-30-2020
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Autosploit: A Fully Automated Framework for Evaluating
the Exploitability of Security Vulnerabilities
by
Noam Moscovich
et al
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07-03-2020
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Logical Separability of Incomplete Data under
Ontologies
by
Jean Christoph Jung
et al
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07-01-2020
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PrototypeML: A Neural Network Integrated Design and
Development Environment
by
Daniel Reiss Harris
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06-30-2020
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Binary intersection formalized
by
Štěpán Holub
et al
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06-30-2020
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Enforcing Almost-Sure Reachability in POMDPs
by
Sebastian Junges
et al
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06-30-2020
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Directional Primitives for Uncertainty-Aware Motion
Estimation in Urban Environments
by
Ransalu Senanayake
et al
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06-30-2020
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Bounded Rationality in Las Vegas: Probabilistic Finite
Automata PlayMulti-Armed Bandits
by
Xinming Liu
et al
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07-02-2020
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Autonomous and cooperative design of the monitor
positions for a team of UAVs to maximize the quantity
and quality of detected objects
by
Dimitrios I. Koutras
et al
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