Suppressing Pink Elephants with Direct Principle Feedback
Paper
• 2402.07896 • Published
• 11
Learning from feedback dir
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Policy Improvement using Language Feedback Models
Paper • 2402.07876 • Published • 9 -
Direct Language Model Alignment from Online AI Feedback
Paper • 2402.04792 • Published • 34 -
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
Paper • 2401.01335 • Published • 68 -
Learning to Learn Faster from Human Feedback with Language Model Predictive Control
Paper • 2402.11450 • Published • 22 -
RLVF: Learning from Verbal Feedback without Overgeneralization
Paper • 2402.10893 • Published • 12 -
Orca-Math: Unlocking the potential of SLMs in Grade School Math
Paper • 2402.14830 • Published • 24 -
Iterative Length-Regularized Direct Preference Optimization: A Case Study on Improving 7B Language Models to GPT-4 Level
Paper • 2406.11817 • Published • 13 -
Bootstrapping Language Models with DPO Implicit Rewards
Paper • 2406.09760 • Published • 41 -
Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
Paper • 2406.00392 • Published • 14 -
Show, Don't Tell: Aligning Language Models with Demonstrated Feedback
Paper • 2406.00888 • Published • 33 -
Aligning Teacher with Student Preferences for Tailored Training Data Generation
Paper • 2406.19227 • Published • 25 -
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
Paper • 2406.18629 • Published • 42 -
Can LLMs Learn by Teaching? A Preliminary Study
Paper • 2406.14629 • Published • 21 -
Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use
Paper • 2410.24218 • Published • 6 -
RL Zero: Zero-Shot Language to Behaviors without any Supervision
Paper • 2412.05718 • Published • 4 -
Moto: Latent Motion Token as the Bridging Language for Robot Manipulation
Paper • 2412.04445 • Published • 22 -
Feedback Friction: LLMs Struggle to Fully Incorporate External Feedback
Paper • 2506.11930 • Published • 53 -
Provably Learning from Language Feedback
Paper • 2506.10341 • Published • 8