[Paper Review] Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review
Levine, Sergey. “Reinforcement learning and control as probabilistic inference: Tutorial and review.” arXiv preprint arXiv:1805.00909 (2018).
Recent posts
[Paper Review] Efficient Exploration via State Marginal Matching
Lee, Lisa, et al. “Efficient exploration via state marginal matching.” arXiv preprint arXiv:1906.05274 (2019).
[Paper Review] Soft Actor-Critic Algorithms and Applications
Haarnoja, Tuomas, et al. “Soft actor-critic algorithms and applications.” arXiv preprint arXiv:1812.05905 (2018).
[Paper Review] Addressing Function Approximation Error in Actor-Critic Methods
Fujimoto, Scott, Herke Van Hoof, and David Meger. “Addressing function approximation error in actor-critic methods.” arXiv preprint arXiv:1802.09477 (2018).
[Paper Review] Deterministic Policy Gradient Algorithms
Silver, David, et al. “Deterministic policy gradient algorithms.” 2014.