Shi Dong

According to our database, Shi Dong authored at least 11 papers between 2018 and 2024.

Collaborative distances:

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

2024

Posterior Sampling for Continuing Environments.

Wanqiao Xu, Shi Dong, Benjamin Van Roy

RLJ, 2024

2023

RLHF and IIA: Perverse Incentives.

Wanqiao Xu, Shi Dong, Xiuyuan Lu, Grace Lam, Zheng Wen, Benjamin Van Roy

CoRR, 2023

Shattering the Agent-Environment Interface for Fine-Tuning Inclusive Language Models.

Wanqiao Xu, Shi Dong, Dilip Arumugam, Benjamin Van Roy

CoRR, 2023

2022

Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent States.

Shi Dong, Benjamin Van Roy, Zhengyuan Zhou

J. Mach. Learn. Res., 2022

Inclusive Artificial Intelligence.

Dilip Arumugam, Shi Dong, Benjamin Van Roy

CoRR, 2022

2021

Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State.

Shi Dong, Benjamin Van Roy, Zhengyuan Zhou

CoRR, 2021

2019

Provably Efficient Reinforcement Learning with Aggregated States.

Shi Dong, Benjamin Van Roy, Zhengyuan Zhou

CoRR, 2019

Comments on the Du-Kakade-Wang-Yang Lower Bounds.

Benjamin Van Roy, Shi Dong

CoRR, 2019

On the Performance of Thompson Sampling on Logistic Bandits.

Shi Dong, Tengyu Ma, Benjamin Van Roy

Proceedings of the Conference on Learning Theory, 2019

2018

An Information-Theoretic Analysis of Thompson Sampling for Large Action Spaces.

Shi Dong, Benjamin Van Roy

CoRR, 2018

An Information-Theoretic Analysis for Thompson Sampling with Many Actions.

Shi Dong, Benjamin Van Roy

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018