🎮 Reinforcement Learning - yfff · Scour

Geometry-Aware Reinforcement Learning for 2D Irregular Nesting

🕵️LLM Agents Academic

Reinforcement Learning for Flow-Matching Policies with Density Transport

🤖AI Academic

3SPO: State-Score-Supervised Policy Optimization for LLM Agents

🕵️LLM Agents Academic

Dynamic Multi-Pair Trading Strategy in Cryptocurrency Markets with Deep Reinforcement Learning

🔥PyTorch Academic

TT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution

🤖AI Academic

Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output

🤖AI Academic

Self-evolving LLM agents with in-distribution Optimization

🕵️LLM Agents Academic

Enhancing the MADDPG Algorithm for Multi-Agent Learning via Action Inference and Importance Sampling

🕵️LLM Agents Academic

Beyond Uniform Token-Level Trust Region in LLM Reinforcement Learning

💬LLMs Academic

Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning

🧠Machine Learning Academic

SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration

📉Loss Landscapes Academic

Cooperative Long Rope Skipping via Multi-Agent Reinforcement Learning

🤖Robotics Academic

Fog of Love: Engineering Virtuous Agent Behavior with Affinity-based Reinforcement Learning in a Game Environment

🕵️LLM Agents Academic

Mitigating Bias in Low-SNR Financial Reinforcement Learning via Quantum Representations

📶Communications Academic

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

🧠LLM Academic

SocraticPO: Policy Optimization via Interactive Guidance

🕵️LLM Agents Academic

From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments

🎲Stochastic Processes Academic

QnRL: Quantum-Native Reinforcement Learning

📐Optimization Theory Academic

MODIP: Efficient Model-Based Optimization for Diffusion Policies

📐Semidefinite Programming Academic

An Agency-Transferring Model-Free Policy Enhancement Technique

📐Semidefinite Programming Academic

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