🤖 Reinforcement Learning - blurp · Scour

Deep Policy Iteration for High-Dimensional Mean-Field Games with Regenerative Reformulation 🖼Stable Diffusion

Usable Agent Discovery for Decentralized AI Systems 🕵️AI Agents

Preserving Disagreement: Architectural Heterogeneity and Coherence Validation in Multi-Agent Policy Simulation 🧠Context Engineering

Uncertainty-Aware Reward Discounting for Mitigating Reward Hacking 📊Software Estimation

Cooperative Informative Sensing for Monitoring Dynamic Indoor Environments via Multi-Agent Reinforcement Learning 🤖Agentic Systems

AEL: Agent Evolving Learning for Open-Ended Environments 🧠Context Engineering

CODA: Coordination via On-Policy Diffusion for Multi-Agent Offline Reinforcement Learning 🎭ai agent orchestration

Efficient Agent Evaluation via Diversity-Guided User Simulation 🧠Context Engineering

Perfecting Aircraft Maneuvers with Reinforcement Learning 🧠Context Engineering

When Errors Can Be Beneficial: A Categorization of Imperfect Rewards for Policy Gradient 🧠Context Engineering

Reinforcement Learning with Foundation Priors: Let the Embodied Agent Efficiently Learn on Its Own 🧠Context Engineering

From Soliloquy to Agora: Memory-Enhanced LLM Agents with Decentralized Debate for Optimization Modeling 🧠Context Engineering

K-Score: Kalman Filter as a Principled Alternative to Reward Normalization in Reinforcement Learning 🧠Context Engineering

SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning 🧠Context Engineering

A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning 🧠Context Engineering

Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems 🧠Context Engineering

Closing the Loop: A Software Framework for AI to Support Business Decision Making ⚙️AI Engineering

Cooperate to Compete: Strategic Coordination in Multi-Agent Conquest 🎭ai agent orchestration

Robustness Analysis of POMDP Policies to Observation Perturbations 🧠Context Engineering

Safe-Support Q-Learning: Learning without Unsafe Exploration 🧠Context Engineering

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