🎮 Reinforcement Learning - yfff · Scour

RUBAS: Rubric-Based Reinforcement Learning for Agent Safety

🕵️LLM Agents Academic

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

🕵️LLM Agents Academic

Claw-R1: A Step-Level Data Middleware System for Agentic Reinforcement Learning

💡AI Reasoning Academic

BiasGRPO: Stabilizing Bias Mitigation in High-Variance Reward Landscapes via Group-Relative Policy Optimization

🤖AI Academic

UNIQ: Conformal Calibration for Adaptive Conservatism in Offline Reinforcement Learning

🔥PyTorch Academic

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

🕵️LLM Agents Academic

Variational Proximal Policy Optimization

🧠Machine Learning Academic

On-sky demonstration of reinforcement learning for adaptive optics control

📐Estimation Theory Academic

AgentJet: A Flexible Swarm Training Framework for Agentic Reinforcement Learning

🕵️LLM Agents Academic

GenPO++: Generative Policy Optimization with Jacobian-free Likelihood Ratios

🤖AI Academic

Reformulate LLM Reinforcement Learning for Efficient Training under Black-box Discrepancy

🧠LLM Academic

COP-Q: Safety-First Reinforcement Learning for Robot Control via Cholesky-Ordered Projection

🤖Robotics Academic

Rethinking the Divergence Regularization in LLM RL

🧠LLM Academic

EvalStop: Using World Feedback to Detect and Correct Reward Overoptimization in Multi-Tenant RLHF Platforms

🤖AI Academic

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

🤖AI Academic

CATPO: Critique-Augmented Tree Policy Optimization

💡AI Reasoning Academic

Policy Gradient for Continuous-Time Robust Markov Decision Processes

🔢Scientific Computing Academic

HARBOR: A Harness Framework for Agentic Robot Reinforcement Learning

🕵️LLM Agents Academic

Scenario Generation for Risk-Aware Reinforcement Learning with Probably Approximately Safe Guarantees

🎛️Control Systems Academic

Co-Evolving Skill Generation and Policy Optimization

🕵️LLM Agents Academic

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