……Barto 和 Sutton 写的《Reinforcement Learning - An Introduction》(接着可以看《Recent Advances In reinforcement Learning》(PDF),虽然是一篇老论文,但是分层强化学习(Hierarchical Reinforcement learning)的极佳入门读物)(t) Bertsekas 写的《Neuro Dynamic Programming》 计算机视觉 (u) Emanuele Trucco 和 Alessandro Verri 写的《Introductory Techniques for 3-D Computer Vision》。(v) Y. Ma、S. Soatto、J. Kosecka、S.S. Sastry 写的《An Invitation to 3-D Vision》……
…Learning - An Introduction by Barto and Sutton (follow up with "Recent Advances In reinforcement Learning" (PDF) which is an old paper but a GREAT introduction to Hierarchical Reinforcement learning) (t) Neuro Dynamic Programming by Bertsekas Computer Vision (u) Introductory Techniques for 3-D Computer Vision, by Emanuele Trucco and Alessandro Verri. (v) An Invitation to 3-D Vision by Y. Ma, S. Soatto, J. Kosecka, S.S. Sastry.…
你漏掉了:Hodges 的《A Shorter Model Theory》、Sutton 和 Barto 的《Reinforcement Learning: An Introduction》、Bertsekas 和 Tsitsiklis 的《Neuro-Dynamic Programming》、Kunen 的《Set Theory An Introduction To Independence Proofs》以及 Halmos 的《Naive Set Theory》
you are missing: "A Shorter Model Theory" by Hodges "Reinforcement Learning: An Introduction" by Sutton and Barto "Neuro-Dynamic Programming" by Bertsekas and Tsitsiklis "Set Theory An Introduction To Independence Proofs" by Kunen "Naive Set Theory" by Halmos
I liked the open courseware lectures with John Tsitsiklis and ended up with a few books by Bertsekas: neuro dynamic programming and intro probability. Both Bertsekas and Tsitsiklis recommended the Sutton and Barto intro book for an intuitive overview. I liked it.
……- Ming Li & Paul Vitanyi 38. 《The Mechanical Mind: A Philosophical Introduction to Minds, Machines, and Mental Representation》- Tim Crane 39. 《Constraining Cognitive Theories》- Zenon W. Pylyshyn 40. 《Neuro-Dynamic Programming》- Dimitri P. Bertsekas & John Tsitsiklis 41. 《语言本能》(The Language Instinct)- Steven Pinker 42. 《心智探奇》(How The Mind Works)- Steven Pinker 43. 《Images and Words》- Steven Pinker 44. 《Words and Rules》- Steven Pinker 45.……
…- Ming Li & Paul Vitanyi 38. The Mechanical Mind: A Philosophical Introduction to Minds, Machines, and Mental Representation - Tim Crane 39. Constraining Cognitive Theories - Zenon W. Pylyshyn 40. Neuro-Dynamic Programming - Dimitri P. Bertsekas & John Tsitsiklis 41. The Language Instinct - Steven Pinker 42. How The Mind Works - Steven Pinker 43. Images and Words - Steven Pinker 44. Words and Rules - Steven Pinker 45.…
……Barto 和 Sutton 写的《Reinforcement Learning - An Introduction》(接着可以看《Recent Advances In reinforcement Learning》(PDF),虽然是一篇老论文,但是分层强化学习(Hierarchical Reinforcement learning)的极佳入门读物)(t) Bertsekas 写的《Neuro Dynamic Programming》 计算机视觉 (u) Emanuele Trucco 和 Alessandro Verri 写的《Introductory Techniques for 3-D Computer Vision》。(v) Y. Ma、S. Soatto、J. Kosecka、S.S. Sastry 写的《An Invitation to 3-D Vision》……
…Learning - An Introduction by Barto and Sutton (follow up with "Recent Advances In reinforcement Learning" (PDF) which is an old paper but a GREAT introduction to Hierarchical Reinforcement learning) (t) Neuro Dynamic Programming by Bertsekas Computer Vision (u) Introductory Techniques for 3-D Computer Vision, by Emanuele Trucco and Alessandro Verri. (v) An Invitation to 3-D Vision by Y. Ma, S. Soatto, J. Kosecka, S.S. Sastry.…
你漏掉了:Hodges 的《A Shorter Model Theory》、Sutton 和 Barto 的《Reinforcement Learning: An Introduction》、Bertsekas 和 Tsitsiklis 的《Neuro-Dynamic Programming》、Kunen 的《Set Theory An Introduction To Independence Proofs》以及 Halmos 的《Naive Set Theory》
you are missing: "A Shorter Model Theory" by Hodges "Reinforcement Learning: An Introduction" by Sutton and Barto "Neuro-Dynamic Programming" by Bertsekas and Tsitsiklis "Set Theory An Introduction To Independence Proofs" by Kunen "Naive Set Theory" by Halmos
我很喜欢 John Tsitsiklis 的公开课(open courseware),后来还收了几本 Bertsekas 的书:neuro dynamic programming 和概率论入门。Bertsekas 和 Tsitsiklis 都推荐了 Sutton 和 Barto 的入门书来建立直观认识。我很喜欢。
I liked the open courseware lectures with John Tsitsiklis and ended up with a few books by Bertsekas: neuro dynamic programming and intro probability. Both Bertsekas and Tsitsiklis recommended the Sutton and Barto intro book for an intuitive overview. I liked it.
……- Ming Li & Paul Vitanyi 38. 《The Mechanical Mind: A Philosophical Introduction to Minds, Machines, and Mental Representation》- Tim Crane 39. 《Constraining Cognitive Theories》- Zenon W. Pylyshyn 40. 《Neuro-Dynamic Programming》- Dimitri P. Bertsekas & John Tsitsiklis 41. 《语言本能》(The Language Instinct)- Steven Pinker 42. 《心智探奇》(How The Mind Works)- Steven Pinker 43. 《Images and Words》- Steven Pinker 44. 《Words and Rules》- Steven Pinker 45.……
…- Ming Li & Paul Vitanyi 38. The Mechanical Mind: A Philosophical Introduction to Minds, Machines, and Mental Representation - Tim Crane 39. Constraining Cognitive Theories - Zenon W. Pylyshyn 40. Neuro-Dynamic Programming - Dimitri P. Bertsekas & John Tsitsiklis 41. The Language Instinct - Steven Pinker 42. How The Mind Works - Steven Pinker 43. Images and Words - Steven Pinker 44. Words and Rules - Steven Pinker 45.…