I-Chen Wu

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 101

Top Venues

J. Int. Comput. Games Assoc.

CoRR

TAAI

IEEE Trans. Games

Publications

Nhat-Minh Huynh, Hoang-Giang Cao, I-Chen Wu
Multi-Agent Training for Pommerman: Curriculum Learning and Population-based Self-Play Approach. CoRR (2024)
Kuo-Hao Ho, Jui-Yu Cheng, Ji-Han Wu, Fan Chiang, Yen-Chi Chen, Yuan-Yu Wu, I-Chen Wu
Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem. IEEE Access 12 (2024)
Chung-Chin Shih, Ting-Han Wei, Ti-Rong Wu, I-Chen Wu
A Local-Pattern Related Look-Up Table. IEEE Trans. Games 16 (2) (2024)
Nai-Chieh Huang, Ping-Chun Hsieh, Kuo-Hao Ho, I-Chen Wu
PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping. AAAI (2024)
I Lee, Hoang-Giang Cao, Cong-Tinh Dao, Yu-Cheng Chen, I-Chen Wu
Gradient-based Regularization for Action Smoothness in Robotic Control with Reinforcement Learning. CoRR (2024)
Kuo-Hao Ho, Ruei-Yu Jheng, Ji-Han Wu, Fan Chiang, Yen-Chi Chen, Yuan-Yu Wu, I-Chen Wu
Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem. CoRR (2023)
Hoang-Giang Cao, Weihao Zeng, I-Chen Wu
Learning Sim-to-Real Dense Object Descriptors for Robotic Manipulation. ICRA (2023)
Po-Ting Chen, Chien-Liang Kuo, De-Rong Sung, Hung Guei, I-Chen Wu
MuMu Won the EinStein Würfelt Nicht! Tournament. J. Int. Comput. Games Assoc. 45 (2-3) (2023)
Kuo-Hao Ho, Ping-Chun Hsieh, Chiu-Chou Lin, You-Ren Luo, Feng-Jian Wang, I-Chen Wu
Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games. ACML (2023)
Ti-Rong Wu, Hung Guei, Ting-Han Wei, Chung-Chin Shih, Jui-Te Chin, I-Chen Wu
Game Solving with Online Fine-Tuning. CoRR (2023)
Nai-Chieh Huang, Ping-Chun Hsieh, Kuo-Hao Ho, I-Chen Wu
PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping. CoRR (2023)
Hsueh-Cheng Wang, Siao-Cing Huang, Po-Jui Huang, Kuo-Lun Wang, Yi-Chen Teng, Yu-Ting Ko, Dongsuk Jeon, I-Chen Wu
Curriculum Reinforcement Learning From Avoiding Collisions to Navigating Among Movable Obstacles in Diverse Environments. IEEE Robotics Autom. Lett. 8 (5) (2023)
Hoang-Giang Cao, Weihao Zeng, I-Chen Wu
Reinforcement Learning for Picking Cluttered General Objects with Dense Object Descriptors. CoRR (2023)
Hoang-Giang Cao, I Lee, Bo-Jiun Hsu, Zheng-Yi Lee, Yu-Wei Shih, Hsueh-Cheng Wang, I-Chen Wu
Image-based Regularization for Action Smoothness in Autonomous Miniature Racing Car with Deep Reinforcement Learning. IROS (2023)
Hoang-Giang Cao, I Lee, Bo-Jiun Hsu, Zheng-Yi Lee, Yu-Wei Shih, Hsueh-Cheng Wang, I-Chen Wu
Image-based Regularization for Action Smoothness in Autonomous Miniature Racing Car with Deep Reinforcement Learning. CoRR (2023)
Kuo-Hao Ho, Ji-Han Wu, Fan Chiang, Yuan-Yu Wu, Sheng-I Chen, Ted Kuo, Feng-Jian Wang, I-Chen Wu
Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling. ICCE-Taiwan (2023)
Chien-Liang Kuo, Po-Ting Chen, Hung Guei, De-Rong Sung, Chu-Hsuan Hsueh, Ti-Rong Wu, I-Chen Wu
An Empirical Analysis of Gumbel MuZero on Stochastic and Deterministic Einstein Würfelt Nicht! TAAI (1) (2023)
Hoang-Giang Cao, Weihao Zeng, I-Chen Wu
Learning Sim-to-Real Dense Object Descriptors for Robotic Manipulation. CoRR (2023)
Hiroyuki Iida, Jonathan Schaeffer, I-Chen Wu
The 2023 Computer Olympiad. J. Int. Comput. Games Assoc. 45 (2-3) (2023)
Ti-Rong Wu, Hung Guei, Ting-Han Wei, Chung-Chin Shih, Jui-Te Chin, I-Chen Wu
Game Solving with Online Fine-Tuning. NeurIPS (2023)
Chu-Hsuan Hsueh, Kokolo Ikeda, I-Chen Wu, Jr-Chang Chen, Tsan-sheng Hsu
Analyses of Tabular AlphaZero on Strongly-Solved Stochastic Games. IEEE Access 11 (2023)
Kuo-Hao Ho, Ping-Chun Hsieh, Chiu-Chou Lin, You-Ren Luo, Feng-Jian Wang, I-Chen Wu
Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games. CoRR (2023)
Chi-Hung Chen, Jr-Chang Chen, I-Chen Wu
Special Issue on Advances in Computer Chinese Chess. J. Int. Comput. Games Assoc. 45 (4) (2023)
Shih-Chieh Tang, I-Chen Wu, Jr-Chang Chen
MeowCaTS won the Mahjong tournament. J. Int. Comput. Games Assoc. 45 (2-3) (2023)
Bo-Jiun Hsu, Hoang-Giang Cao, I Lee, Chih-Yu Kao, Jin-Bo Huang, I-Chen Wu
Image-Based Conditioning for Action Policy Smoothness in Autonomous Miniature Car Racing with Reinforcement Learning. CoRR (2022)
Chih-Yu Kao, Hung Guei, Ti-Rong Wu, I-Chen Wu
Gumbel MuZero for the Game of 2048. TAAI (2022)
Jr-Chang Chen, Shih-Chieh Tang, I-Chen Wu
Monte-Carlo Simulation for Mahjong. J. Inf. Sci. Eng. 38 (4) (2022)
Shih-Chieh Tang, Jr-Chang Chen, I-Chen Wu
VeryLongCat won the Mahjong tournament. J. Int. Comput. Games Assoc. 44 (3) (2022)
Hoang-Giang Cao, Weihao Zeng, I-Chen Wu
Reinforcement Learning for Picking Cluttered General Objects with Dense Object Descriptors. ICRA (2022)
Chung-Chin Shih, Ting-Han Wei, Ti-Rong Wu, I-Chen Wu
A Local-Pattern Related Look-Up Table. CoRR (2022)
Hiroyuki Iida, Jonathan Schaeffer, I-Chen Wu
The 2022 Computer Olympiad. J. Int. Comput. Games Assoc. 44 (3) (2022)
Yen-Chi Chen, Hao-En Kuan, Yen-Shun Lu, Tzu-Chun Chen, I-Chen Wu
Entropy-Based Two-Phase Optimization Algorithm for Solving Wordle-like Games. TAAI (2022)
Hung Guei, Lung-Pin Chen, I-Chen Wu
Optimistic Temporal Difference Learning for 2048. IEEE Trans. Games 14 (3) (2022)
Chung-Chin Shih, Ti-Rong Wu, Ting-Han Wei, I-Chen Wu
A Novel Approach to Solving Goal-Achieving Problems for Board Games. AAAI (2022)
Ti-Rong Wu, Chung-Chin Shih, Ting-Han Wei, Meng-Yu Tsai, Wei-Yuan Hsu, I-Chen Wu
AlphaZero-based Proof Cost Network to Aid Game Solving. ICLR (2022)
Li-Cheng Lan, Huan Zhang, Ti-Rong Wu, Meng-Yu Tsai, I-Chen Wu, Cho-Jui Hsieh
Are AlphaZero-like Agents Robust to Adversarial Perturbations? NeurIPS (2022)
Li-Cheng Lan, Huan Zhang, Ti-Rong Wu, Meng-Yu Tsai, I-Chen Wu, Cho-Jui Hsieh
Are AlphaZero-like Agents Robust to Adversarial Perturbations? CoRR (2022)
Chung-Chin Shih, Ti-Rong Wu, Ting-Han Wei, I-Chen Wu
A Novel Approach to Solving Goal-Achieving Problems for Board Games. CoRR (2021)
Hsuan-Yu Yao, Ping-Chun Hsieh, Kuo-Hao Ho, Kai-Chun Hu, Liang-Chun Ouyang, I-Chen Wu
Hinge Policy Optimization: Rethinking Policy Improvement and Reinterpreting PPO. CoRR (2021)
Hiroyuki Iida, Jonathan Schaeffer, I-Chen Wu
The 2021 Computer Olympiad. J. Int. Comput. Games Assoc. 43 (4) (2021)
Chiu-Chou Lin, Wei-Chen Chiu, I-Chen Wu
An Unsupervised Video Game Playstyle Metric via State Discretization. CoRR (2021)
Hiroyuki Iida, Jonathan Schaeffer, I-Chen Wu
The Computer Olympiad 2020. J. Int. Comput. Games Assoc. 43 (2) (2021)
Po-Tsang Huang, I-Chen Wu, Chin-Yang Lo, Wei Hwang
Energy-Efficient Accelerator Design With Tile-Based Row-Independent Compressed Memory for Sparse Compressed Convolutional Neural Networks. IEEE Open J. Circuits Syst. 2 (2021)
Chiu-Chou Lin, Wei-Chen Chiu, I-Chen Wu
An unsupervised video game playstyle metric via state discretization. UAI (2021)
Hung Guei, Lung-Pin Chen, I-Chen Wu
Optimistic Temporal Difference Learning for 2048. CoRR (2021)
Li-Cheng Lan, Ti-Rong Wu, I-Chen Wu, Cho-Jui Hsieh
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search. AAAI (2021)
Jr-Chang Chen, Wen-Jie Tseng, I-Chen Wu, Ting-Han Wei
Comparison Training for Computer Chinese Chess. IEEE Trans. Games 12 (2) (2020)
Tristan Cazenave, H. Jaap van den Herik, Abdallah Saffidine, I-Chen Wu
The ACG 2019 Conference. J. Int. Comput. Games Assoc. 42 (4) (2020)
Ti-Rong Wu, Ting-Han Wei, I-Chen Wu
Accelerating and Improving AlphaZero Using Population Based Training. CoRR (2020)
Kuo-Hao Ho, Pei-Shu Huang, I-Chen Wu, Feng-Jian Wang
Prediction of Time Series Data Based on Transformer with Soft Dynamic Time Wrapping. ICCE-TW (2020)
I-Chen Wu, Chi-Chang Liu
A Visual and Persuasive Energy Conservation System Based on BIM and IoT Technology. Sensors 20 (1) (2020)
Hung Guei, Ting-Han Wei, I-Chen Wu
2048-like games for teaching reinforcement learning. J. Int. Comput. Games Assoc. 42 (1) (2020)
Chu-Hsuan Hsueh, Kokolo Ikeda, Sang-Gyu Nam, I-Chen Wu
Analyses of Tabular AlphaZero on NoGo. TAAI (2020)
Wei-Yuan Hsu, Chu-Ling Ko, Jr-Chang Chen, Ting-Han Wei, Chu-Hsuan Hsueh, I-Chen Wu
On solving the 7, 7, 5-game and the 8, 8, 5-game. Theor. Comput. Sci. 815 (2020)
Yeong-Jia Roger Chu, Ting-Han Wei, Jin-Bo Huang, Yuan-Hao Chen, I-Chen Wu
Sim-To-Real Transfer for Miniature Autonomous Car Racing. CoRR (2020)
Ti-Rong Wu, Ting-Han Wei, I-Chen Wu
Accelerating and Improving AlphaZero Using Population Based Training. AAAI (2020)
Li-Cheng Lan, Meng-Yu Tsai, Ti-Rong Wu, I-Chen Wu, Cho-Jui Hsieh
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search. CoRR (2020)
An-Jen Liu, Ti-Rong Wu, I-Chen Wu, Hung Guei, Ting-Han Wei
Strength Adjustment and Assessment for MCTS-Based Programs [Research Frontier]. IEEE Comput. Intell. Mag. 15 (3) (2020)
I-Chen Wu, Po-Tsang Huang, Chin-Yang Lo, Wei Hwang
An Energy-Efficient Accelerator with Relative- Indexing Memory for Sparse Compressed Convolutional Neural Network. AICAS (2019)
Kai-Chun Hu, Chen-Huan Pi, Ting-Han Wei, I-Chen Wu, Stone Cheng, Yi-Wei Dai, Wei-Yuan Ye
Towards Combining On-Off-Policy Methods for Real-World Applications. CoRR (2019)
Wen-Jie Tseng, Jr-Chang Chen, I-Chen Wu
Merging Metrics of Special Rules in Chinese Chess Endgame Databases. TAAI (2019)
Lung-Pin Chen, I-Chen Wu, Yen-Ling Chang
Reinforcement Learning based Fragment-Aware Scheduling for High Utilization HPC Platforms. TAAI (2019)
Hsiao-Chung Hsieh, Ti-Rong Wu, Ting-Han Wei, I-Chen Wu
Net2Net Extension for the AlphaGo Zero Algorithm. ACG (2019)
Bo Yang Hsueh, Wei Li, I-Chen Wu
Stochastic Gradient Descent With Hyperbolic-Tangent Decay on Classification. WACV (2019)
Chu-Hsuan Hsueh, I-Chen Wu
EWIN wins EinStein Würfelt Nicht! tournament. J. Int. Comput. Games Assoc. 41 (1) (2019)
Li-Cheng Lan, Wei Li, Ting-Han Wei, I-Chen Wu
Multiple Policy Value Monte Carlo Tree Search. CoRR (2019)
I-Chen Wu, Ti-Rong Wu, An-Jen Liu, Hung Guei, Tinghan Wei
On Strength Adjustment for MCTS-Based Programs. AAAI (2019)
Li-Cheng Lan, Wei Li, Ting-Han Wei, I-Chen Wu
Multiple Policy Value Monte Carlo Tree Search. IJCAI (2019)
Tung-Yi Lai, Chu-Hsuan Hsueh, You-Hsuan Lin, Yeong-Jia Roger Chu, Bo Yang Hsueh, I-Chen Wu
Combining Deep Deterministic Policy Gradient with Cross-Entropy Method. TAAI (2019)
Hung Guei, Ting-Han Wei, I-Chen Wu
Using 2048-like games as a pedagogical tool for reinforcement learning. J. Int. Comput. Games Assoc. 40 (3) (2018)
Jiao Wang, Tan Zhu, Hongye Li, Chu-Hsuan Hsueh, I-Chen Wu
Belief-State Monte Carlo Tree Search for Phantom Go. IEEE Trans. Games 10 (2) (2018)
Xiu-Shan Chen, Chi-Chang Liu, I-Chen Wu
A BIM-based visualization and warning system for fire rescue. Adv. Eng. Informatics 37 (2018)
Wen-Jie Tseng, Jr-Chang Chen, I-Chen Wu
Chimo wins Chinese chess tournament. J. Int. Comput. Games Assoc. 40 (2) (2018)
Chung-Chin Shih, An-Jen Liu, I-Chen Wu
World AI Go Open. J. Int. Comput. Games Assoc. 40 (4) (2018)
Chu-Hsuan Hsueh, I-Chen Wu, Tsan-sheng Hsu, Jr-Chang Chen
An investigation of strength analysis metrics for game-playing programs: A case study in Chinese dark chess. J. Int. Comput. Games Assoc. 40 (2) (2018)
Wen-Jie Tseng, Jr-Chang Chen, I-Chen Wu, Tinghan Wei
Comparison Training for Computer Chinese Chess. CoRR (2018)
Bo Yang Hsueh, Wei Li, I-Chen Wu
Stochastic Gradient Descent with Hyperbolic-Tangent Decay. CoRR (2018)
Chu-Hsuan Hsueh, I-Chen Wu, Jr-Chang Chen, Tsan-sheng Hsu
AlphaZero for a Non-Deterministic Game. TAAI (2018)
Wei-Yuan Hsu, Chu-Ling Ko, Chu-Hsuan Hsueh, I-Chen Wu
Solving 7, 7, 5-game and 8, 8, 5-game. J. Int. Comput. Games Assoc. 40 (3) (2018)
Ti-Rong Wu, I-Chen Wu, Guan-Wun Chen, Ting-Han Wei, Hung-Chun Wu, Tung-Yi Lai, Li-Cheng Lan
Multilabeled Value Networks for Computer Go. IEEE Trans. Games 10 (4) (2018)
I-Chen Wu, Shun-Chin Hsu
Editorial. J. Int. Comput. Games Assoc. 40 (2) (2018)
I-Chen Wu
Editorial. J. Int. Comput. Games Assoc. 40 (1) (2018)
I-Chen Wu, Chang-Shing Lee, Yuandong Tian, Martin Müller
Guest Editorial Special Issue on Deep/Reinforcement Learning and Games. IEEE Trans. Games 10 (4) (2018)
I-Chen Wu
Editorial. J. Int. Comput. Games Assoc. 40 (4) (2018)
I-Chen Wu
Editorial. J. Int. Comput. Games Assoc. 40 (3) (2018)
I-Chen Wu
Editorial. J. Int. Comput. Games Assoc. 39 (3-4) (2017)
Ti-Rong Wu, I-Chen Wu, Guan-Wun Chen, Ting-Han Wei, Tung-Yi Lai, Hung-Chun Wu, Li-Cheng Lan
Multi-Labelled Value Networks for Computer Go. CoRR (2017)
I-Chen Wu
Editorial. J. Int. Comput. Games Assoc. 39 (2) (2017)
Yeong-Jia Roger Chu, Yuan-Hao Chen, Chu-Hsuan Hsueh, I-Chen Wu
An Agent for EinStein Würfelt Nicht! Using N-Tuple Networks. TAAI (2017)
Wen-Jie Tseng, Jr-Chang Chen, I-Chen Wu
DarkKnight Wins Chinese Dark Chess Tournament. J. Int. Comput. Games Assoc. 39 (2) (2017)
Jiao Wang, Chenjun Xiao, Tan Zhu, Chu-Hsuan Hsueh, Wen-Jie Tseng, I-Chen Wu
Only-One-Victor Pattern Learning in Computer Go. IEEE Trans. Comput. Intell. AI Games 9 (1) (2017)
Jr-Chang Chen, I-Chen Wu
ICGA's activities in Taiwan. J. Int. Comput. Games Assoc. 39 (3-4) (2017)
I-Chen Wu
Editorial. J. Int. Comput. Games Assoc. 39 (1) (2017)
Kun-Hao Yeh, I-Chen Wu, Chu-Hsuan Hsueh, Chia-Chuan Chang, Chao-Chin Liang, Han Chiang
Multistage Temporal Difference Learning for 2048-Like Games. IEEE Trans. Comput. Intell. AI Games 9 (4) (2017)
Chang-Shing Lee, I-Chen Wu, Mei-Hui Wang
Conference Report on 2015 IEEE Conference on Computational Intelligence and Games (IEEE CIG 2015) [Conference Reports]. IEEE Comput. Intell. Mag. 11 (3) (2016)
Chang-Shing Lee, Mei-Hui Wang, Shi-Jim Yen, Ting-Han Wei, I-Chen Wu, Ping-Chiang Chou, Chun-Hsun Chou, Ming-Wan Wang, Tai-Hsiung Yang
Human vs. Computer Go: Review and Prospect. CoRR (2016)
Chang-Shing Lee, Mei-Hui Wang, Shi-Jim Yen, Ting-Han Wei, I-Chen Wu, Ping-Chiang Chou, Chun-Hsun Chou, Ming-Wan Wang, Tai-Hsiung Yang
Human vs. Computer Go: Review and Prospect [Discussion Forum]. IEEE Comput. Intell. Mag. 11 (3) (2016)
Kun-Hao Yeh, I-Chen Wu, Chu-Hsuan Hsueh, Chia-Chuan Chang, Chao-Chin Liang, Han Chiang
Multi-Stage Temporal Difference Learning for 2048-like Games. CoRR (2016)
Han Chiang, Ting-Han Wei, I-Chen Wu
Database caching for job-level computing. TAAI (2016)
Chu-Hsuan Hsueh, I-Chen Wu, Wen-Jie Tseng, Shi-Jim Yen, Jr-Chang Chen
An analysis for strength improvement of an MCTS-based program playing Chinese dark chess. Theor. Comput. Sci. 644 (2016)

I-Chen Wu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

I-Chen Wu