Alex Open Research Wiki

Tag: safety

7 items with this tag.

  • Jun 23, 2026

    LLM Agents Need Action-Conditioned World Models

    • idea
    • llm-agents
    • observability
    • devops
    • aiops
    • time-series
    • world-models
    • control
    • safety
  • Jun 14, 2026

    AI challenge for safe and low carbon power grid operation

    • paper
    • l2rpn
    • grid2op
    • power-systems
    • competition
    • reinforcement-learning
    • safety
    • control
  • Jun 14, 2026

    Physics Informed Reinforcement Learning with Gibbs Priors for Topology Control in Power Grids

    • paper
    • l2rpn
    • grid2op
    • power-systems
    • reinforcement-learning
    • graph-neural-networks
    • world-models
    • safety
    • action-ranking
  • Jun 14, 2026

    LLM-Guided Safe Reinforcement Learning for Energy System Topology Reconfiguration

    • paper
    • grid2op
    • power-systems
    • reinforcement-learning
    • llm
    • safety
    • control
  • Jun 14, 2026

    Hierarchical Reinforcement Learning with Runtime Safety Shielding for Power Grid Operation

    • paper
    • l2rpn
    • grid2op
    • power-systems
    • reinforcement-learning
    • safety
    • world-models
    • control
  • Jun 14, 2026

    RL for Mitigating Cascading Failures: Targeted Exploration via Sensitivity Factors

    • paper
    • grid2op
    • power-systems
    • reinforcement-learning
    • safety
    • cascading-failures
    • physics-guided-ml
    • control
  • Jun 14, 2026

    A World Model Based Reinforcement Learning Architecture for Autonomous Power System Control

    • paper
    • power-systems
    • reinforcement-learning
    • world-models
    • safety
    • control

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