{"product_id":"reinforcement-learning-algorithms-boris-belousov-9783030411909","title":"Reinforcement Learning Algorithms: Analysis and Applications","description":"\u003cp\u003ePrediction Error and Actor-Critic Hypotheses in the Brain.- Reviewing on-policy \/ off-policy critic learning in the context of Temporal Differences and Residual Learning.- Reward Function Design in Reinforcement Learning.- Exploration Methods In Sparse Reward Environments.- A Survey on Constraining Policy Updates Using the KL Divergence.- Fisher Information Approximations in Policy Gradient Methods.- Benchmarking the Natural gradient in Policy Gradient Methods and Evolution Strategies.- Information-Loss-Bounded Policy Optimization.- Persistent Homology for Dimensionality Reduction.- Model-free Deep Reinforcement Learning - Algorithms and Applications.- Actor vs Critic.- Bring Color to Deep Q-Networks.- Distributed Methods for Reinforcement Learning.- Model-Based Reinforcement Learning.- Challenges of Model Predictive Control in a Black Box Environment.- Control as Inference? \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Boris Belousov\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030411907\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030411909\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/04\/2022\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 206\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.68lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.46d","brand":"Boris Belousov","offers":[{"title":"Paperback","offer_id":44073527116031,"sku":"9783030411909","price":159.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_598d079f-6fd8-4c56-9e23-80e2199fe5f6.jpg?v=1685448344","url":"https:\/\/www.whiterainbookhouse.com\/products\/reinforcement-learning-algorithms-boris-belousov-9783030411909","provider":"WR Book House","version":"1.0","type":"link"}