I-Chen Wu
13 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(3)
π¬
Deep Specialist
(10)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(57)
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(11)
Reinforcement Learning
(7)
Machine Learning
(6)
Methods
(6)
Deep Learning
(4)
Applications
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(3)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Keywords
monte carlo tree search
(5)
alpha zero
(4)
neural network
(4)
reinforcement learning
(4)
game playing
(3)
game ai
(3)
game solving
(2)
tree search
(2)
deep reinforcement learning
(2)
policy optimization
(1)
elo rating
(1)
imitation learning
(1)
hyperparameter tuning
(1)
representation learning
(1)
adversarial training
(1)
shortest path
(1)
global convergence
(1)
benchmark dataset
(1)
deep neural network
(1)
preference optimization
(1)
Papers
POIL:Preference Optimization for Imitation Learning
ACML 2025
TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life
COLING 2025
PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping
AAAI 2024
Game Solving with Online Fine-Tuning
NeurIPS 2023
Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games
ACML 2023
AlphaZero-based Proof Cost Network to Aid Game Solving
ICLR 2022
A Novel Approach to Solving Goal-Achieving Problems for Board Games
AAAI 2022
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
NeurIPS 2022
An unsupervised video game playstyle metric via state discretization
UAI 2021
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search
AAAI 2021
Accelerating and Improving AlphaZero Using Population Based Training
AAAI 2020
Multiple Policy Value Monte Carlo Tree Search
IJCAI 2019
On Strength Adjustment for MCTS-Based Programs
AAAI 2019