← authors · overview

• A Deeper Look at Experience Replay
  2017 · 186 citations
• Understanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target
  2019 · 41 citations
• Discounted Reinforcement Learning Is Not an Optimization Problem
  2019 · 27 citations
• Multi-step Off-policy Learning Without Importance Sampling Ratios
  2017 · 22 citations
• Multi-step Reinforcement Learning: A Unifying Algorithm
  2017 · 18 citations
• Learning and Planning in Average-Reward Markov Decision Processes
  2020 · 15 citations
• Learning Sparse Representations Incrementally in Deep Reinforcement Learning
  2019 · 8 citations
• Two geometric input transformation methods for fast online reinforcement learning with neural nets
  2018 · 7 citations
• Integrating Episodic Memory into a Reinforcement Learning Agent using Reservoir Sampling