10-10-2019
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Hierarchical Reinforcement Learning with
Advantage-Based Auxiliary Rewards
by
Siyuan Li
et al
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10-11-2019
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Fairness in Clustering with Multiple Sensitive
Attributes
by
Savitha Sam Abraham
et al
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10-10-2019
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AI for Explaining Decisions in Multi-Agent Environments
by
Amos Azaria
et al
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10-10-2019
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Imitation Learning from Observations by Minimizing
Inverse Dynamics Disagreement
by
Chao Yang
et al
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10-09-2019
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Integrating Behavior Cloning and Reinforcement Learning
for Improved Performance in Sparse Reward Environments
by
Vinicius G. Goecks
et al
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10-10-2019
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Reflections on Incremental Cardinality Constraints for
MaxSAT
by
Ruben Martins
et al
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10-10-2019
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The Quest for Interpretable and Responsible Artificial
Intelligence
by
Vaishak Belle
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10-08-2019
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Executing Instructions in Situated Collaborative
Interactions
by
Alane Suhr
et al
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10-08-2019
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Investigation on the generalization of the Sampled
Policy Gradient algorithm
by
Nil Stolt Ansó
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10-08-2019
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Model-based Reinforcement Learning for Predictions and
Control for Limit Order Books
by
Haoran Wei
et al
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10-09-2019
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Automated Multidisciplinary Design and Control of
Hopping Robots for Exploration of Extreme Environments
on the Moon and Mars
by
Himangshu Kalita
et al
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10-08-2019
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Find or Classify? Dual Strategy for Slot-Value
Predictions on Multi-Domain Dialog State Tracking
by
Jian-Guo Zhang
et al
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10-09-2019
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Policy Optimization Through Approximated Importance
Sampling
by
Marcin B. Tomczak
et al
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10-10-2019
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Assistive Gym: A Physics Simulation Framework for
Assistive Robotics
by
Zackory Erickson
et al
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10-08-2019
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Multiple-objective Reinforcement Learning for Inverse
Design and Identification
by
Haoran Wei
et al
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10-10-2019
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Causality and deceit: Do androids watch action movies?
by
Dusko Pavlovic
et al
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10-11-2019
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Prediction-based Resource Allocation using Bayesian
Neural Networks and Minimum Cost and Maximum Flow
Algorithm
by
Gyunam Park
et al
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10-11-2019
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BiPaR: A Bilingual Parallel Dataset for Multilingual
and Cross-lingual Reading Comprehension on Novels
by
Yimin Jing
et al
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10-09-2019
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Fast Task-Adaptation for Tasks Labeled Using Natural
Language in Reinforcement Learning
by
Matthias Hutsebaut-Buysse
et al
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10-10-2019
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Asking Easy Questions: A User-Friendly Approach to
Active Reward Learning
by
Erdem Bıyık
et al
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10-08-2019
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Multi-Modal Simultaneous Forecasting of Vehicle
Position Sequences using Social Attention
by
Jean Mercat
et al
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10-09-2019
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Whos responsible? Jointly quantifying the contribution
of the learning algorithm and training data
by
Gal Yona
et al
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10-09-2019
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Model-Based Reinforcement Learning Exploiting
State-Action Equivalence
by
Mahsa Asadi
et al
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10-09-2019
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Compatible features for Monotonic Policy Improvement
by
Marcin B. Tomczak
et al
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10-09-2019
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Imagined Value Gradients: Model-Based Policy
Optimization with Transferable Latent Dynamics Models
by
Arunkumar Byravan
et al
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10-10-2019
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Strategic Coalitions in Stochastic Games
by
Pavel Naumov
et al
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10-08-2019
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Alternating Recurrent Dialog Model with Large-scale
Pre-trained Language Models
by
Qingyang Wu
et al
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10-08-2019
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TraffickCam: Explainable Image Matching For Sex
Trafficking Investigations
by
Abby Stylianou
et al
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10-10-2019
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Autonomous Driving using Safe Reinforcement Learning by
Incorporating a Regret-based Human Lane-Changing
Decision Model
by
Dong Chen
et al
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10-11-2019
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Generalized Planning With Procedural Domain Control
Knowledge
by
Javier Segovia-Aguas
et al
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10-10-2019
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Modeling Conceptual Understanding in Image Reference
Games
by
Rodolfo Corona
et al
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10-11-2019
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Green Deep Reinforcement Learning for Radio Resource
Management: Architecture, Algorithm Compression and
Challenge
by
Zhiyong Du
et al
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10-09-2019
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Large Scale Global Optimization by Hybrid Evolutionary
Computation
by
Gutha Jaya Krishna
et al
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10-10-2019
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RLCard: A Toolkit for Reinforcement Learning in Card
Games
by
Daochen Zha
et al
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10-09-2019
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Improving Generalization in Meta Reinforcement Learning
using Learned Objectives
by
Louis Kirsch
et al
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10-08-2019
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Can We Distinguish Machine Learning from Human
Learning?
by
Vicki Bier
et al
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10-09-2019
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On the Possibility of Rewarding Structure Learning
Agents: Mutual Information on Linguistic Random Sets
by
Ignacio Arroyo-Fernández
et al
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10-09-2019
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Learning High-order Structural and Attribute
information by Knowledge Graph Attention Networks for
Enhancing Knowledge Graph Embedding
by
Wenqiang Liu
et al
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10-08-2019
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Designing Trustworthy AI: A Human-Machine Teaming
Framework to Guide Development
by
Carol J. Smith
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10-08-2019
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Conceptualize and Infer User Needs in E-commerce
by
Xusheng Luo
et al
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10-10-2019
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Dialog on a canvas with a machine
by
Vivien Cabannes
et al
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10-10-2019
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Efficient Intrinsically Motivated Robotic Grasping with
Learning-Adaptive Imagination in Latent Space
by
Muhammad Burhan Hafez
et al
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10-11-2019
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The Emergence of Compositional Languages for Numeric
Concepts Through Iterated Learning in Neural Agents
by
Shangmin Guo
et al
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10-10-2019
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Contract Statements Knowledge Service for Chatbots
by
Boris Ruf
et al
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10-11-2019
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Relation learning in a neurocomputational architecture
supports cross-domain transfer
by
Leonidas A. A. Doumas
et al
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10-10-2019
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Language Transfer for Early Warning of Epidemics from
Social Media
by
Mattias Appelgren
et al
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10-09-2019
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Semantic Understanding of Foggy Scenes with Purely
Synthetic Data
by
Martin Hahner
et al
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10-09-2019
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Toward a Computational Theory of Evidence-Based
Reasoning for Instructable Cognitive Agents
by
Gheorghe Tecuci
et al
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10-08-2019
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Toward Synergic Learning for Autonomous Manipulation of
Deformable Tissues via Surgical Robots: An Approximate
Q-Learning Approach
by
Sahba Aghajani Pedram
et al
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