Li-Cheng Lan

15 papers A* 6Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Exploring Expert Failures Improves LLM Agent Tuning.
CoRR
Li-Cheng Lan, Andrew Bai, Minhao Cheng, Cho-Jui Hsieh, Tianyi Zhou
2024 A* conf
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning.
ICML
Chia-Cheng Chiang, Li-Cheng Lan, Wei-Fang Sun, Chien Feng, Cho-Jui Hsieh, Chun-Yi Lee
2024 J jnl
Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning.
CoRR
Chia-Cheng Chiang, Li-Cheng Lan, Wei-Fang Sun, Chien Feng, Cho-Jui Hsieh, Chun-Yi Lee
2023 A* conf
Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories.
ICLR
Li-Cheng Lan, Huan Zhang, Cho-Jui Hsieh
2023 J jnl
Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories.
CoRR
Li-Cheng Lan, Huan Zhang, Cho-Jui Hsieh
2022 A* conf
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
NeurIPS
Li-Cheng Lan, Huan Zhang, Ti-Rong Wu, Meng-Yu Tsai, I-Chen Wu, Cho-Jui Hsieh
2022 J jnl
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
CoRR
Li-Cheng Lan, Huan Zhang, Ti-Rong Wu, Meng-Yu Tsai, I-Chen Wu, Cho-Jui Hsieh
2022 A* conf
Learning to Schedule Learning rate with Graph Neural Networks.
ICLR
Yuanhao Xiong, Li-Cheng Lan, Xiangning Chen, Ruochen Wang, Cho-Jui Hsieh
2021 A* conf
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search.
AAAI
Li-Cheng Lan, Ti-Rong Wu, I-Chen Wu, Cho-Jui Hsieh
2020 J jnl
How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers.
CoRR
Yuanhao Xiong, Xuanqing Liu, Li-Cheng Lan, Yang You, Si Si, Cho-Jui Hsieh
2020 J jnl
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search.
CoRR
Li-Cheng Lan, Meng-Yu Tsai, Ti-Rong Wu, I-Chen Wu, Cho-Jui Hsieh
2019 A* conf
Multiple Policy Value Monte Carlo Tree Search.
IJCAI
Li-Cheng Lan, Wei Li, Ting-Han Wei, I-Chen Wu
2019 J jnl
Multiple Policy Value Monte Carlo Tree Search.
CoRR
Li-Cheng Lan, Wei Li, Ting-Han Wei, I-Chen Wu
2018 J jnl
Multilabeled Value Networks for Computer Go.
IEEE Trans. Games
Ti-Rong Wu, I-Chen Wu, Guan-Wun Chen, Ting-Han Wei, Hung-Chun Wu, Tung-Yi Lai, Li-Cheng Lan
2017 J jnl
Multi-Labelled Value Networks for Computer Go.
CoRR
Ti-Rong Wu, I-Chen Wu, Guan-Wun Chen, Ting-Han Wei, Tung-Yi Lai, Hung-Chun Wu, Li-Cheng Lan