Li-Cheng Lan
6 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15)
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The Questioner
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Reinforcement Learning
(3)
Applications
(3)
Architectures
(3)
Core AI
(3)
Methods
(3)
Machine Learning
(2)
Robotics
(1)
Capabilities
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Optimization & Theory
(1)
Keywords
monte carlo tree search
(3)
alpha zero
(2)
neural network
(2)
game ai
(2)
reinforcement learning
(2)
learning rate scheduling
(1)
adversarial attack
(1)
deep neural network
(1)
proximal policy optimization
(1)
uncertainty estimation
(1)
soft actor-critic
(1)
adversarial example
(1)
environmental dynamics
(1)
search tree
(1)
graph neural network
(1)
surrogate reward
(1)
uncertainty prediction
(1)
dynamic simulation
(1)
policy value
(1)
single demonstration
(1)
Papers
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning
ICML 2024
Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories
ICLR 2023
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
NeurIPS 2022
Learning to Schedule Learning rate with Graph Neural Networks
ICLR 2022
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search
AAAI 2021
Multiple Policy Value Monte Carlo Tree Search
IJCAI 2019