Han Liu

PROFILE

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Hanyuan Liu
Publication record
23 papers · 1,593 citations · H-index 12

PAPERS

Reinforcement Learning under a Multi-agent Predictive State Representation Model: Method and Theory
202210 citationsauthor #3
A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications
202176 citationsauthor #2
EQL - an extremely easy to learn knowledge graph query language, achieving highspeed and precise search
20200 citationsauthor #1
Finite-Sample Analysis For Decentralized Cooperative Multi-Agent Reinforcement Learning From Batch Data
20202 citationsauthor #3
Learn to Play Tetris with Deep Reinforcement Learning
20202 citationsauthor #1
AdvCodec: Towards A Unified Framework for Adversarial Text Generation
20196 citationsauthor #3
L G ] 5 J an 2 01 9 Finite-Sample Analyses for Fully Decentralized Multi-Agent Reinforcement Learning
20190 citationsauthor #3
Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI
201949 citationsauthor #7
Feedback-Based Tree Search for Reinforcement Learning
201830 citationsauthor #3
Fully Implicit Online Learning
20188 citationsauthor #3
Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space
2018221 citationsauthor #10
PARAMETRIZED DEEP Q-NETWORKS LEARNING: PLAYING ONLINE BATTLE ARENA WITH DISCRETE-CONTINUOUS HYBRID ACTION SPACE
20182 citationsauthor #16
Exponentially Weighted Imitation Learning for Batched Historical Data
2018133 citationsauthor #5
Marginal Policy Gradients for Complex Control
20180 citationsauthor #4
Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval
201822 citationsauthor #2
Finite-Sample Analysis for Decentralized Batch Multiagent Reinforcement Learning With Networked Agents
201857 citationsauthor #3
TStarBots: Defeating the Cheating Level Builtin AI in StarCraft II in the Full Game
201878 citationsauthor #10
Fully Decentralized Multi-Agent Reinforcement Learning with Networked Agents
2018656 citationsauthor #3
Factorized Q-learning for large-scale multi-agent systems
201874 citationsauthor #9
Finite-Sample Analyses for Fully Decentralized Multi-Agent Reinforcement Learning
201827 citationsauthor #3
Continual Learning in Generative Adversarial Nets
2017135 citationsauthor #4
A First Order Free Lunch for SQRT-Lasso
201611 citationsauthor #4
Blind Attacks on Machine Learners
20165 citationsauthor #3

TIMELINE

2016 16 citations

2017 135 citations

2018 1,308 citations

2019 55 citations

2020 4 citations

2021 76 citations

2022 10 citations

Han Liu

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PAPERS

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