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return decomposition

4 papers

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Co-occurring keywords · papers mentioning both

reward redistribution (2) sparse reward (2) direct advantage estimation (1) proxy reward (1) spatial-temporal attention (1) delayed reward (1) advantage function (1) episodic reinforcement learning (1) shapley value (1) credit assignment (1)

Papers

Skill or Luck? Return Decomposition via Advantage Functions ICLR 2024 STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning AAAI 2024 Learning Long-Term Reward Redistribution via Randomized Return Decomposition ICLR 2022 RUDDER: Return Decomposition for Delayed Rewards NeurIPS 2019