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reinforcement learning (4) partially observable reward (1) optimism-based exploration (1) monitored markov decision process (1) agent evaluation (1) smart grid (1) reinforcement learning environment (1) power system (1) power distribution (1) voltage control (1)

Papers

Improving Value Estimation Critically Enhances Vanilla Policy Gradient ICML 2025 Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning ICML 2025 Beyond Optimism: Exploration With Partially Observable Rewards NeurIPS 2024 Benchmarking the Spectrum of Agent Capabilities ICLR 2022 PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems L4DC 2022