Deep Reinforcement Learning by Balancing Offline Monte Carlo and Online Temporal Difference Use Based on Environment Experiences

Deep Q-Learning With Q-Matrix Transfer Learning for Novel Fire Evacuation Environment

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On-line Building Energy Optimization using Deep Reinforcement Learning

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Deep Reinforcement Learning with Sarsa and Q-Learning: A Hybrid Approach

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Mastering the game of Go with deep neural networks and tree search

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Human-level control through deep reinforcement learning

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Backward Q-learning: The combination of Sarsa algorithm and Q-learning

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A Deterministic Improved Q-Learning for Path Planning of a Mobile Robot

(2013) Amit Konar et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Exploration–exploitation tradeoff using variance estimates in multi-armed bandits

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