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• A Closer Look at Invalid Action Masking in Policy Gradient Algorithms
  2020 · 480 citations
• Action Guidance: Getting the Best of Sparse Rewards and Shaped Rewards for Real-time Strategy Games
  2020 · 5 citations
• Gym-$μ$RTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning
  2021 · 2 citations
• Comparing Observation and Action Representations for Deep Reinforcement Learning in $μ$RTS
  2019
• A2C is a special case of PPO
  2022
• Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
  2023