Reinforcement Learning

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Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning

馃AIContent type: Academic
arxiv.org

The Neutral Mask: How RLHF Provides Shallow Alignment while Leaving Partisan Structure Intact in a Large Language Model

馃AIContent type: Academic
arxiv.org

ARTA: Adaptive Reinforcement-Learning-Based Throttling Agent for RowHammer Vulnerabilities

馃寪Distributed SystemsContent type: Academic
arxiv.org

Performance Variation in Deep Reinforcement Learning

馃AIContent type: Academic
arxiv.org

Do We Want a Superintelligent People-Pleaser?

馃AI
lesswrong.com

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix

馃AIContent type: Academic
arxiv.org
Less-relevant results

umair-tareen/philosopher-council: An eleven-philosopher LLM council - ask it questions or point it at AI-research trends. Claude-powered deliberation through the four classical branches of philosophy. Methodology, not metaphysics.

馃AIContent type: Code
github.comr/SideProject

UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

馃AIContent type: Academic
arxiv.org

A Unifying Lens on Reward Uncertainty in RLHF

馃AIContent type: Academic
arxiv.org

SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration

馃AIContent type: Academic
arxiv.org

Multilingual Sentiment Aware Text Summarization A Reinforcement Learning Approach for Consistency Maintenance

馃AIContent type: Academic
arxiv.org

Hidden Consensus:Preference-Validity Compression in Human Feedback

馃AIContent type: Academic
arxiv.org

My research agenda and work

馃AI
lesswrong.com

A Regret Minimization Framework on Preference Learning in Large Language Models

馃AIContent type: Academic
arxiv.org

Mechanistic Analysis of Alignment Algorithms in Language Models

馃攢TransformersContent type: Academic
arxiv.org

GIFT: LLM-Guided State-Reward Interface for Financial Reinforcement Learning

馃AIContent type: Academic
arxiv.org

Towards End to End Motion Planning and Execution for Autonomous Underwater Vehicles Using Reinforcement Learning

馃AIContent type: Academic
arxiv.org

SocraticPO: Policy Optimization via Interactive Guidance

馃AIContent type: Academic
arxiv.org

Structure-Conditioned Actor-Critic Branches for Quality-Diversity Reinforcement Learning

馃AIContent type: Academic
arxiv.org

Policy Gradient for Continuous-Time Robust Markov Decision Processes

馃AIContent type: Academic
arxiv.org
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