Tiancheng Jin

Joined

June 2020

Names

Tiancheng Jin (Preferred)

Emails

****@usc.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Southern California (usc.edu)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

No areas of expertise listed

Publications

Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms
Tiancheng Jin, Junyan Liu, Haipeng Luo
- NeurIPS 2023 poster
- Readers: Everyone
No-Regret Online Reinforcement Learning with Adversarial Losses and Transitions
Tiancheng Jin, Junyan Liu, Chloé Rouyer, William Chang, Chen-Yu Wei, Haipeng Luo
- NeurIPS 2023 poster
- Readers: Everyone
Improved Best-of-Both-Worlds Guarantees for Multi-Armed Bandits: FTRL with General Regularizers and Multiple Optimal Arms
Tiancheng Jin, Junyan Liu, Haipeng Luo
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg
- Published: 31 Oct 2022, Last Modified: 15 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin, Tal Lancewicki, Haipeng Luo, Yishay Mansour, Aviv Rosenberg
- 2022 (modified: 19 May 2022)
- CoRR 2022
- Readers: Everyone
The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition
Tiancheng Jin, Longbo Huang, Haipeng Luo
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Oral
- Readers: Everyone
The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition
Tiancheng Jin, Longbo Huang, Haipeng Luo
- 2021 (modified: 16 Apr 2023)
- NeurIPS 2021
- Readers: Everyone
The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition
Tiancheng Jin, Longbo Huang, Haipeng Luo
- 2021 (modified: 16 Apr 2023)
- CoRR 2021
- Readers: Everyone
Learning Adversarial Markov Decision Processes with Bandit Feedback and Unknown Transition
Chi Jin, Tiancheng Jin, Haipeng Luo, Suvrit Sra, Tiancheng Yu
- 2020 (modified: 07 Oct 2024)
- ICML 2020
- Readers: Everyone
Simultaneously Learning Stochastic and Adversarial Episodic MDPs with Known Transition
Tiancheng Jin, Haipeng Luo
- 2020 (modified: 16 Apr 2023)
- CoRR 2020
- Readers: Everyone

View all 15 publications

Co-Authors