← authors · overview

• Soft Actor-Critic Algorithms and Applications
  2018 · 1963 citations
• Soft Actor-Critic Algorithms and Applications
  2018 · 1955 citations
• Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
  2020 · 796 citations
• Conservative Q-Learning for Offline Reinforcement Learning
  2020 · 537 citations
• Model-Based Reinforcement Learning for Atari
  2019 · 421 citations
• D4RL: Datasets for Deep Data-Driven Reinforcement Learning
  2020 · 332 citations
• Behavior Regularized Offline Reinforcement Learning
  2019 · 249 citations
• Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction
  2019 · 235 citations
• REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models
  2017 · 167 citations
• Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
  2018 · 97 citations
• The Mirage of Action-Dependent Baselines in Reinforcement Learning
  2018 · 45 citations
• Learning to Walk via Deep Reinforcement Learning
  2018 · 42 citations
• Benchmarks for Deep Off-Policy Evaluation
  2021 · 25 citations
• Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse
  2019 · 18 citations
• Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling
  2018 · 14 citations