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policy optimization

  • Abstract illustration of a luminous human silhouette at the center of multiple orbital rings or energy halos studded with red and blue glowing dots, suggesting a cosmic or energetic field on a dark background
    Artificial Intelligence

    AI Learns User Interests from Diverse Online Signals

    by Muhammad Rohail T.February 18, 2026
  • Proactive Interactive Reasoning (PIR) Advances LLM Reasoning by Interleaving 1 Step of Clarification
    Artificial Intelligence

    PIR Boosts LLM Reasoning with Clarification

    by Muhammad Rohail T.February 1, 2026
  • Evocua Achieves 45.0% Performance Boost Via Evolving Synthetic Computer Use Agents
    Artificial Intelligence

    EvoCUA AI Boosts Quantum Computer Performance 45%

    by Muhammad Rohail T.January 26, 2026
  • Lyapunov-aware Quantum-Inspired Reinforcement Learning Enables Stable Continuous-Time Vehicle Control
    Quantum Mechanics

    Quantum RL Stabilizes Vehicle Control

    by Muhammad Rohail T.October 29, 2025
  • Scaf-grpo Enhances LLM Reasoning, Overcoming Learning Cliffs with Scaffolded Policy Optimization
    Artificial Intelligence

    Scaf-GRPO Boosts LLM Reasoning & Math Skills

    by Muhammad Rohail T.October 23, 2025
  • Researchers Design Optimal Quantum Circuits Using Deep Learning to Maximise Fisher Information
    Quantum Sensors

    AI Designs Quantum Circuits for Max Fisher Information

    by Dr. DonovanSeptember 2, 2025
  • AI Learns to Reason: New Method Boosts Diversity and Accuracy
    Artificial Intelligence

    AI Reasoning Boosts Accuracy & Diversity

    by Dr. DonovanAugust 21, 2025
  • AI Learns to Predict, Boosting Sequence Generation Speed
    Artificial Intelligence

    AI Learns to Predict, Boosting Sequence Generation Speed

    by Dr. DonovanAugust 19, 2025
  • Leveraging Large Language Models for Efficient Preference-Based Behavior Acquisition in Reinforcement Learning
    Artificial Intelligence

    LLM-Driven Reinforcement Learning with Preference Labels

    by Dr. DonovanApril 25, 2025
  • Reinforcement Learning Boosts Quadruped Robot Performance
    Robotics

    Reinforcement Learning Boosts Quadruped Robot Performance

    by Dr. DonovanApril 23, 2025
  • Multi-Objective Reinforcement Learning in Cybersecurity Defense Against Diverse Threats
    Artificial Intelligence

    RL Cybersecurity Defense Against Diverse Threats

    by Dr. DonovanMarch 27, 2025

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