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Found 6 papers, 0 papers with code
Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
How to align large language models (LLMs) with user preferences from a static general dataset has been frequently studied.
Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment
Self-play methods have demonstrated remarkable success in enhancing model capabilities across various domains.
Computing Ex Ante Equilibrium in Heterogeneous Zero-Sum Team Games
Such insufficient policy expressiveness causes Team PSRO to be trapped into a sub-optimal ex ante equilibrium with significantly higher exploitability and never converges to the global ex ante equilibrium.
Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles
For solving zero-sum games involving non-transitivity, a useful approach is to maintain a policy population to approximate the Nash Equilibrium (NE).
Efficient Model-agnostic Alignment via Bayesian Persuasion
This paper explores an efficient method for aligning black-box large models using smaller models, introducing a model-agnostic and lightweight Bayesian Persuasion Alignment framework.
Incentive Compatibility for AI Alignment in Sociotechnical Systems: Positions and Prospects
The burgeoning integration of artificial intelligence (AI) into human society brings forth significant implications for societal governance and safety.
