Aijun Bai

According to our database, Aijun Bai authored at least 18 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

RD-Suite: A Benchmark for Ranking Distillation.

Zhen Qin, Rolf Jagerman, Rama Kumar Pasumarthi, Honglei Zhuang, He Zhang, Aijun Bai, Kai Hui, Le Yan, Xuanhui Wang

CoRR, 2023

RD-Suite: A Benchmark for Ranking Distillation.

Zhen Qin, Rolf Jagerman, Rama Kumar Pasumarthi, Honglei Zhuang, He Zhang, Aijun Bai, Kai Hui, Le Yan, Xuanhui Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance.

Aijun Bai, Rolf Jagerman, Zhen Qin, Le Yan, Pratyush Kar, Bing-Rong Lin, Xuanhui Wang, Michael Bendersky, Marc Najork

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Regression Compatible Listwise Objectives for Calibrated Ranking.

Aijun Bai, Rolf Jagerman, Zhen Qin, Pratyush Kar, Bing-Rong Lin, Xuanhui Wang, Michael Bendersky, Marc Najork

CoRR, 2022

2018

Posterior sampling for Monte Carlo planning under uncertainty.

Aijun Bai, Feng Wu, Xiaoping Chen

Appl. Intell., 2018

2017

RoboCup 2D Soccer Simulation League: Evaluation Challenges.

Mikhail Prokopenko, Peter Wang, Sebastian Marian, Aijun Bai, Xiao Li, Xiaoping Chen

Proceedings of the RoboCup 2017: Robot World Cup XXI [Nagoya, Japan, July 27-31, 2017]., 2017

Concurrent Hierarchical Reinforcement Learning for RoboCup Keepaway.

Aijun Bai, Stuart Russell, Xiaoping Chen

Proceedings of the RoboCup 2017: Robot World Cup XXI [Nagoya, Japan, July 27-31, 2017]., 2017

Efficient Reinforcement Learning with Hierarchies of Machines by Leveraging Internal Transitions.

Aijun Bai, Stuart Russell

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Multi-Object Tracking and Identification over Sets.

Aijun Bai

CoRR, 2016

Markovian State and Action Abstractions for MDPs via Hierarchical MCTS.

Aijun Bai, Siddharth Srivastava, Stuart Russell

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015

Online Planning for Large Markov Decision Processes with Hierarchical Decomposition.

Aijun Bai, Feng Wu, Xiaoping Chen

ACM Trans. Intell. Syst. Technol., 2015

PLEASE: Palm Leaf Search for POMDPs with Large Observation Spaces.

Zongzhang Zhang, David Hsu, Wee Sun Lee, Zhan Wei Lim, Aijun Bai

Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014

Thompson Sampling Based Monte-Carlo Planning in POMDPs.

Aijun Bai, Feng Wu, Zongzhang Zhang, Xiaoping Chen

Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014

Intention-Aware Multi-Human Tracking for Human-Robot Interaction via Particle Filtering over Sets.

Aijun Bai, Reid G. Simmons, Manuela Veloso, Xiaoping Chen

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013

Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search.

Aijun Bai, Feng Wu, Xiaoping Chen

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Towards a Principled Solution to Simulated Robot Soccer.

Aijun Bai, Feng Wu, Xiaoping Chen

Proceedings of the RoboCup 2012: Robot Soccer World Cup XVI [papers from the 16th Annual RoboCup International Symposium, 2012

Online planning for large MDPs with MAXQ decomposition.

Aijun Bai, Feng Wu, Xiaoping Chen

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

WrightEagle and UT Austin Villa: RoboCup 2011 Simulation League Champions.

Aijun Bai, Xiaoping Chen, Patrick MacAlpine, Daniel Urieli, Samuel Barrett, Peter Stone

Proceedings of the RoboCup 2011: Robot Soccer World Cup XV [papers from the 15th Annual RoboCup International Symposium, 2011