2 papers
cs.CL2025
Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty
Ziyu Chen, Xinbei Jiang, Peng Sun +1
Masked Diffusion Models (MDMs) offer flexible, non-autoregressive generation, but this freedom introduces a challenge: final output quality is highly sensitive to the decoding orde…
cs.LG2024
From Laws to Motivation: Guiding Exploration through Law-Based Reasoning and Rewards
Ziyu Chen, Zhiqing Xiao, Xinbei Jiang +1
Large Language Models (LLMs) and Reinforcement Learning (RL) are two powerful approaches for building autonomous agents. However, due to limited understanding of the game environme…