← authors · overview

• RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning
  2016 · 504 citations
• Reinforcement Learning in POMDP's via Direct Gradient Ascent
  2025 · 88 citations
• Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems
  2018 · 26 citations
• Hebbian Synaptic Modifications in Spiking Neurons that Learn
  2019 · 17 citations
• Large-Scale Markov Decision Problems via the Linear Programming Dual
  2019 · 7 citations
• Infinite-Horizon Offline Reinforcement Learning with Linear Function Approximation: Curse of Dimensionality and Algorithm
  2021 · 4 citations
• On the Theory of Reinforcement Learning with Once-per-Episode Feedback
  2021 · 3 citations
• Scale-free adaptive planning for deterministic dynamics & discounted rewards
  2026