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Martha White

7 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICML ×3NeurIPS ×2AAAI ×1ICLR ×1

Frequent coauthors

Golnaz Mesbahi
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Lingwei Zhu
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Brett Daley
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Gautham Vasan
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Vincent Liu
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Scott M. Jordan
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Esraa Elelimy
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Papers

  1. Position: Lifetime tuning is incompatible with continual reinforcement learning
    ICML 2025 ·
    Golnaz Mesbahi
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  2. q-exponential family for policy optimization
    ICLR 2025 ·
    Lingwei Zhu
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  3. Averaging n-step Returns Reduces Variance in Reinforcement Learning
    ICML 2024 ·
    Brett Daley
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  4. Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
    NeurIPS 2024 ·
    Gautham Vasan
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  5. Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint)
    AAAI 2024 ·
    Vincent Liu
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  6. Position: Benchmarking is Limited in Reinforcement Learning Research
    ICML 2024 ·
    Scott M. Jordan
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  7. Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
    NeurIPS 2024 ·
    Esraa Elelimy
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