ICA Best Paper

ICA Best Student Paper

Session 1 – Reasoning & Learning I

28 Jul 2018, 15:30pm – 16:30pm, NEC Lecture Room 1, Session Chair:  Siyuan Liu

Title: Personalized Recommendation Considering Secondary Implicit Feedbacks
Author: Siyuan Liu, Qiong Wu and Chunyan Miao

Title: A Market Making Quotation Strategy based on Dual Deep Learning Agents for Option Pricing and Bid-Ask Spread Estimation
Author: Pei-Ying Hsu, Chin Chou and Szu-Hao Huang

Title: Human Action Recognition System based on Skeleton Data
Author: Tin Zar Wint Cho, May Thu Win

Session 2 – Mechanism Design

28 Jul 2018, 15:30pm – 16:30pm, NEC Lecture Room 5, Session Chair: Naoki Fukuta

Title: Charge Control of Regenerative Power for Energy Saving in Railway Systems
Author: Yasuhiro Yoshida, Sachiyo Arai

Title: Identifying safety properties guaranteed in changed environment at runtime
Author: Kazuya Aizawa, Kenji Tei and Shinichi Honiden

Title: Toward a Misrepresentation Game with Ambiguous Preferences
Author: Masahiro Nishi and Naoki Fukuta

Session 3 – Social Networks and Social Learning

28 Jul 2018, 16:30pm – 17:30pm, NEC Lecture Room 1, Session Chair: Tomohiro Nishida

Title: A Cyclical Social Learning Strategy for Robust Convention Emergence
Author: Yuchen Wang, Fenghui Ren and Minjie Zhang

Title: Verification of Consensus Building Support System on Large-Scale Social Experiment where Celebrities Participate a Discussion
Author: Tomohiro Nishida, Takanori Ito and Takayuki Ito

Title: Aspect Level Opinion Mining for Hotel Reviews in Myanmar Language
Author: Cho Hnin and Naw Naw

Session 4 – Coordination

28 Jul 2018, 16:30pm – 17:30pm, NEC Lecture Room 5, Seesion Chair: Toshiharu Sugawara

Title: The Competitions of Forgiving Strategies in the Iterated Prisoner’s Dilemma
Author: Ruchdee Binmad, Mingchu Li, Nakema Deonauth, Theerawat Hungsapruek, Aree Limwudhikraijirath

Title: Towards Large Scale Ad-hoc Teamwork
Author: Elnaz Shafipour Yourdshahi, Thomas Pinder, Gauri Dhawan, Leandro Soriano Marcolino and Plamen Angelov

Title: Efficient Task Allocation with Communication Delay Based on Reciprocal Teams
Author: Ryoya Funato and Toshiharu Sugawara

Session 5 – Agent Application I

29 Jul 2018, 15:30pm – 16:30pm, NEC Lecture Room 1, Session Chair: Yoshimasa Ohmoto

Title: Quantitatively Evaluating Difficulty in Reaching Agreements in Multilateral Closed Negotiation Scenarios
Author: Tatsuya Toyama, Takayuki Ito

Title: Effect of Virtual Agent’s Contingent Responses and Icebreakers Designed based on Interaction Training Techniques on Inducing Intentional Stance
Author: Yoshimasa Ohmoto, Shunya Ueno and Toyoaki Nishida

Title: Autonomous Agents in Snake Game via Deep Reinforcement Learning
Author: Zhepei Wei, Di Wang, Ming Zhang, Ah-Hwee Tan, Chunyan Miao and You Zhou

Session 6 – Crowd Intelligence

29 Jul 2018, 16:30pm – 17:30pm, NEC Lecture Room 1, Session Chair: Shigeo Matsubara

Title: Artificial Intelligence Powered MOOCs: A Brief Survey
Author: Simon Fauvel, Han Yu, Chunyan Miao, Lizhen Cui, Hengjie Song, Xiaoming Li, Cyril Leung

Title: Adaptive Selection of Working Conditions for Crowdsourced Tasks
Author: Shohei Yamamoto and Shigeo Matsubara

Session 7 – Reasoning & Learning II

30 Jul 2018, 13:00pm – 14:00pm, NEC Lecture Room 1, Session Chair: Szu-Hao Huang

Title: Learning of High Dengue Incidence with Clustering and FP-Growth Algorithm using WHO Historical Data
Author: Reynaldo John Tristan Jr. Mahinay, Franz Stewart Dizon, Kyle Stephen Farinas, Harry Pardo and Cecil Jose Delfinado

Title: Detection of Features Affording a Certain Action via Analysis of CNN
Author: Yuauke Nakata, Yuki Kitazato and Sachiyo Arai

Title: Probabilistic Guided Exploration for Reinforcement Learning in Self-Organizing Neural Networks
Author: Peng Wang, Weigui Jair Zhou, Di Wang and Ah-Hwee Tan

Title: Developing Arbitrage Strategy in High-frequency Pairs Trading with Filterbank CNN Algorithm
Author: Yu-Ying Chen, Wei-Lun Chen, An-Pin Chen and Szu-Hao Huang

Session 8 – Agent Application II

30 Jul 2018, 14:00pm – 15:00pm, NEC Lecture Room 1, Session Chair: Naoki Fukuta

Title: Metric for Evaluating Negotiation Process in Automated Negotiation
Author: Xun Tang and Takayuki Ito

Title: Multi-agent-based System to Model and Simulate the Emergency Response in Metropolis
Author: Weicheng Yin, Fenghui Ren and Minjie Zhang

Title: Efficient Teaching Support to Non-player Learning Agents on Multiplayer Games
Author: Sotaro Tsutsui and Naoki Fukuta

Title: Cloning Strategies from Trading Records using Agent-based Reinforcement Learning Algorithm
Author: Chiao-Ting Chen and Szu-Hao Huang