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• Hybrid Reward Architecture for Reinforcement Learning
  2017 · 188 citations
• TarMAC: Targeted Multi-Agent Communication
  2018 · 26 citations
• Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
  2019 · 19 citations
• Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent Optimization in Policy Gradient Methods
  2018 · 16 citations
• Multi-Advisor Reinforcement Learning
  2017 · 14 citations
• Reward Estimation for Variance Reduction in Deep Reinforcement Learning
  2018 · 12 citations
• Separation of Concerns in Reinforcement Learning
  2016 · 7 citations
• Separating value functions across time-scales
  2019 · 4 citations
• Direct Behavior Specification via Constrained Reinforcement Learning
  2021 · 4 citations
• Graph augmented Deep Reinforcement Learning in the GameRLand3D environment
  2021 · 2 citations
• Learning Computational Efficient Bots with Costly Features
  2023 · 2 citations
• CA2: Code-Aware Agent for Automated Game Testing
  2026
• Improving Intrinsic Exploration by Creating Stationary Objectives
  2023
• Minimax Exploiter: A Data Efficient Approach for Competitive Self-Play
  2023