zichuan lin

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authored 3 papers 4 months ago

Revisiting Discrete Soft Actor-Critic

Paper • 2209.10081 • Published Sep 21, 2022

ProAct: Agentic Lookahead in Interactive Environments

Paper • 2602.05327 • Published Feb 5 • 27

UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

Paper • 2603.24533 • Published Mar 25 • 47

authored 6 papers 7 months ago

SeeNav-Agent: Enhancing Vision-Language Navigation with Visual Prompt and Step-Level Policy Optimization

Paper • 2512.02631 • Published Dec 2, 2025 • 9

Pretraining in Deep Reinforcement Learning: A Survey

Paper • 2211.03959 • Published Nov 8, 2022 • 1

A Survey on Transformers in Reinforcement Learning

Paper • 2301.03044 • Published Jan 8, 2023

EntroPIC: Towards Stable Long-Term Training of LLMs via Entropy Stabilization with Proportional-Integral Control

Paper • 2511.15248 • Published Nov 19, 2025 • 7

AdaptVision: Efficient Vision-Language Models via Adaptive Visual Acquisition

Paper • 2512.03794 • Published Dec 3, 2025 • 5

Future-conditioned Unsupervised Pretraining for Decision Transformer

Paper • 2305.16683 • Published May 26, 2023