Summary of Efficient Reinforcement Learning in Probabilistic Reward Machines, by Xiaofeng Lin et al.
Efficient Reinforcement Learning in Probabilistic Reward Machinesby Xiaofeng Lin, Xuezhou ZhangFirst submitted to arxiv on:…
Summary of Comprehensive Overview Of Reward Engineering and Shaping in Advancing Reinforcement Learning Applications, by Sinan Ibrahim et al.
Comprehensive Overview of Reward Engineering and Shaping in Advancing Reinforcement Learning Applicationsby Sinan Ibrahim, Mostafa…
Summary of The Exploration-exploitation Dilemma Revisited: An Entropy Perspective, by Renye Yan et al.
The Exploration-Exploitation Dilemma Revisited: An Entropy Perspectiveby Renye Yan, Yaozhong Gan, You Wu, Ling Liang,…
Summary of Efficient Exploration in Deep Reinforcement Learning: a Novel Bayesian Actor-critic Algorithm, by Nikolai Rozanov
Efficient Exploration in Deep Reinforcement Learning: A Novel Bayesian Actor-Critic Algorithmby Nikolai RozanovFirst submitted to…
Summary of Shortcircuit: Alphazero-driven Circuit Design, by Dimitrios Tsaras et al.
ShortCircuit: AlphaZero-Driven Circuit Designby Dimitrios Tsaras, Antoine Grosnit, Lei Chen, Zhiyao Xie, Haitham Bou-Ammar, Mingxuan…
Summary of Gino-q: Learning An Asymptotically Optimal Index Policy For Restless Multi-armed Bandits, by Gongpu Chen et al.
GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Banditsby Gongpu Chen, Soung Chang…
Summary of A Deep Q-network Based on Radial Basis Functions For Multi-echelon Inventory Management, by Liqiang Cheng et al.
A Deep Q-Network Based on Radial Basis Functions for Multi-Echelon Inventory Managementby Liqiang Cheng, Jun…