Fine-tuning deep RL with gradient-free optimization
When applying the self-play fine-tuning technique (Chen et al., 2024) to diffusion models, there are two challenges: (a) an exponential or even infinite number ...
FLAMES: Fine-tuned Large Language Model for Invariant SynthesisThis chapter focuses on instruction fine-tuning and alignment based on human feedback. If readers have some background in machine learning and ... Pre-training and Fine-tuning Neural Topic Model - ACL AnthologyWe investigate the challenge of modeling the belief state of a partially observable. Markov system, given sample-access to its dynamics model. Self-Play Fine-Tuning of Diffusion Models for Text-to ... - NIPS papersIn this work, we propose Temporal Difference Learning for Model Predictive Control (TD-MPC), a framework for data-driven MPC using a task- ...
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