← authors · overview

• Deep Reinforcement Learning that Matters
  2017 · 366 citations
• An Actor-Critic Algorithm for Sequence Prediction
  2016 · 224 citations
• A Deep Reinforcement Learning Chatbot
  2017 · 200 citations
• Benchmarking Batch Deep Reinforcement Learning Algorithms
  2019 · 160 citations
• A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning
  2018 · 94 citations
• Decoupling Dynamics and Reward for Transfer Learning
  2018 · 37 citations
• Invariant Causal Prediction for Block MDPs
  2020 · 37 citations
• Natural Environment Benchmarks for Reinforcement Learning
  2018 · 32 citations
• TarMAC: Targeted Multi-Agent Communication
  2018 · 26 citations
• Multi-Task Reinforcement Learning with Context-based Representations
  2021 · 20 citations
• Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
  2019 · 19 citations
• Constrained Markov Decision Processes via Backward Value Functions
  2020 · 17 citations
• Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent Optimization in Policy Gradient Methods
  2018 · 16 citations
• No Press Diplomacy: Modeling Multi-Agent Gameplay
  2019 · 15 citations
• A Deep Reinforcement Learning Chatbot (Short Version)
  2018 · 14 citations