Official implementation of paper on Nature Machine Intelligence: "Preserving and Combining Knowledge in Robotic Lifelong Reinforcement Learning"
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Apr 3, 2025 - Python
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lifelong-reinforcement-learning
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A Survey Analyzing Generalization in Deep Reinforcement Learning
deep-reinforcement-learning reinforcement-learning-papers reinforcement-learning-tutorials safe-reinforcement-learning robust-reinforcement-learning domain-generalization meta-reinforcement-learning safe-rl lifelong-reinforcement-learning explainable-reinforcement-learning reinforcement-learning-safety reinforcement-learning-generalization deep-reinforcement-learning-papers machine-learning-generalization reinforcement-learning-survey rl-survey
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Oct 31, 2024
Lifelong Reinforcement Learning codes. Python implementation for the SR-LLRL Algorithm, proposed in our 2021 IEEE SMC Conference Paper "Accelerating lifelong reinforcement learning via reshaping rewards".
python agent machine-learning algorithm reinforcement-learning transfer-learning sr-llrl lifelong-rl lifelong-reinforcement-learning
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Mar 30, 2022 - Python
LIMAO is a Lifelong Modular Reinforcement Learning framework designed for database query optimization in dynamic environments.
database postgresql learned-database query-optimization modular-learning lifelong-reinforcement-learning learned-query-optimizer
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May 8, 2025 - Python
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