Aijun Bai

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 14

Top Topics

Reinforcement Learning

Particle Filter

Ranking Algorithm

Top Venues

Publications

Zhen Qin, Rolf Jagerman, Rama Kumar Pasumarthi, Honglei Zhuang, He Zhang, Aijun Bai, Kai Hui, Le Yan, Xuanhui Wang
RD-Suite: A Benchmark for Ranking Distillation. NeurIPS (2023)
Zhen Qin, Rolf Jagerman, Rama Kumar Pasumarthi, Honglei Zhuang, He Zhang, Aijun Bai, Kai Hui, Le Yan, Xuanhui Wang
RD-Suite: A Benchmark for Ranking Distillation. CoRR (2023)
Aijun Bai, Rolf Jagerman, Zhen Qin, Le Yan, Pratyush Kar, Bing-Rong Lin, Xuanhui Wang, Michael Bendersky, Marc Najork
Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance. CIKM (2023)
Aijun Bai, Rolf Jagerman, Zhen Qin, Pratyush Kar, Bing-Rong Lin, Xuanhui Wang, Michael Bendersky, Marc Najork
Regression Compatible Listwise Objectives for Calibrated Ranking. CoRR (2022)
Aijun Bai, Feng Wu, Xiaoping Chen
Posterior sampling for Monte Carlo planning under uncertainty. Appl. Intell. 48 (12) (2018)
Mikhail Prokopenko, Peter Wang, Sebastian Marian, Aijun Bai, Xiao Li, Xiaoping Chen
RoboCup 2D Soccer Simulation League: Evaluation Challenges. CoRR (2017)
Aijun Bai, Stuart J. Russell, Xiaoping Chen
Concurrent Hierarchical Reinforcement Learning for RoboCup Keepaway. RoboCup (2017)
Aijun Bai, Stuart J. Russell
Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions. IJCAI (2017)
Mikhail Prokopenko, Peter Wang, Sebastian Marian, Aijun Bai, Xiao Li, Xiaoping Chen
RoboCup 2D Soccer Simulation League: Evaluation Challenges. RoboCup (2017)
Aijun Bai, Siddharth Srivastava, Stuart J. Russell
Markovian State and Action Abstractions for MDPs via Hierarchical MCTS. IJCAI (2016)
Aijun Bai
Multi-Object Tracking and Identification over Sets. CoRR (2016)
Aijun Bai, Feng Wu, Xiaoping Chen
Online Planning for Large Markov Decision Processes with Hierarchical Decomposition. ACM Trans. Intell. Syst. Technol. 6 (4) (2015)
Zongzhang Zhang, David Hsu, Wee Sun Lee, Zhan Wei Lim, Aijun Bai
PLEASE: Palm Leaf Search for POMDPs with Large Observation Spaces. ICAPS (2015)
Zongzhang Zhang, David Hsu, Wee Sun Lee, Zhan Wei Lim, Aijun Bai
PLEASE: Palm Leaf Search for POMDPs with Large Observation Spaces. SOCS (2015)
Aijun Bai, Feng Wu, Zongzhang Zhang, Xiaoping Chen
Thompson Sampling Based Monte-Carlo Planning in POMDPs. ICAPS (2014)
Aijun Bai, Reid G. Simmons, Manuela Veloso, Xiaoping Chen
Intention-Aware Multi-Human Tracking for Human-Robot Interaction via Particle Filtering over Sets. AAAI Fall Symposia (2014)
Aijun Bai, Feng Wu, Xiaoping Chen
Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search. NIPS (2013)
Aijun Bai, Feng Wu, Xiaoping Chen
Towards a Principled Solution to Simulated Robot Soccer. RoboCup (2012)
Aijun Bai, Feng Wu, Xiaoping Chen
Online planning for large MDPs with MAXQ decomposition. AAMAS (2012)
Aijun Bai, Xiaoping Chen, Patrick MacAlpine, Daniel Urieli, Samuel Barrett, Peter Stone
WrightEagle and UT Austin Villa: RoboCup 2011 Simulation League Champions. RoboCup (2011)