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16 Jan 2018: Date: Thursday, 18 January. Time: 10.00am – 11.30am. Location: Cancer Research UK Cambridge Institute, Lecture Theatre, Li Ka Shing Centre, Robinson Way, Cambridge CB2 0RE.

8 Feb 2018: Old Testament Studies: Graham Ivor Davies, F. Oncology, Li Ka Shing: Bruce Anthony John Ponder, JE.

8 Feb 2018: Oncological Pathology. 2003. Ming-Qing Du, HH. Oncology, Li Ka Shing. 2015.

8 Feb 2018: Permanent capital Current accounts. Opening balance 1 August 2016. Additional capital. Income capitalised. Increase in value of. investment Closing balance. 31 July 2017 Invested at 31 July. 2017 Opening balance. 1 August 2016 Investment. income

9 Feb 2018: C A M B R I D G E U N I V E R S I T Y. REPORTERS p e c i a l N o 5 F r i d ay 9 F e b r u a r y 2 0 1 8 Vol cxlViii. p u b l i S H e d b y a u T H o r i T y. Financial Management Information for the year ended 31 July 2017. Financial Management

13 Feb 2018: On receiving the formal certificate in January 2018, Professor Richard Gilbertson, the Li Ka Shing Chair of Oncology at Cambridge University and Director of the CRUK Cambridge Centre said: “Cancer is

20 Feb 2018: kA(a,a′) = δa(a. ′), (7). where δa(a′) = 1 iff a = a′, 0 otherwise.4.2. ... The kernelfunction between two sets of actions is. kA(aB,aE) = δaB(a.

20 Feb 2018: kA(a,a′). For a sequence of belief state-. action pairs Bt = [(b0,a0),. ... For the action space kernel, the δ-kernel is useddefined by:. kA(a,a′) = δa(a. ′).

20 Feb 2018: and action spaces kB(b,b′)kA(a,a′). ... kA(a,a′) = δa(a. ′) (5). where δa(a′) = 1 iff a = a′, 0 otherwise.

20 Feb 2018: and action spaces kB(b,b′)kA(a,a′). ... kA(a,a′) = δa(a. ′) (5). where δa(a′) = 1 iff a = a′, 0 otherwise.

20 Feb 2018: Q(b,a) GP (0,k((b,a), (b,a))) (2). where the kernel k(, ) is factored into separate kernels overbelief and action spaces kB(b,b′)kA(a,a′). ... kA(a,a′) = δa(a. ′) (7). where δa(a′) = 1 iff a = a′, 0 otherwise.

20 Feb 2018: k(b,a,b′,a′) = kB(b,b′)kA(a,a. ′). (3). In addition, if we assume additive noise in the Q-function, Q(b,a) N(0,σ2), the following ... kA(a,a′) = 1 δa(a′) (14). where δa(a′) = 1 iff a = a′.For the full-space systems, the kernel function

20 Feb 2018: 211. 2121. 1. aannna. annnnn. ka. rd (13). Here nr specifies the number of events that occurred r times and a fixed discounting factor was used if they are zero.

20 Feb 2018: kA(a,a′). For a training sequence of belief state-action pairs B = [(b0,a0),. , ... kA(a,a′) = δa(a. ′) (6). where δa(a′) = 1 iff a = a′, 0 otherwise.

20 Feb 2018: is factored into separate kernels over thesummary state and action spaces kC(c,c′)kA(a,a′).

20 Feb 2018: kA(a,a′). The. policy is optimised using an algorithm called GP-SARSA [7, 45] in which theQ-function is updated by calculating the posterior given the collected belief-action pairs ... The summary action kernel is defined as:. kA(a,a′) = δa(a. ′)

20 Feb 2018: function,Q(b, a) GP (0, k((b, a), (b, a))) wherethe kernelk(, ) is factored into separate kernels over thesummary state and action spaceskB(b, b)kA(a, a).

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20 Feb 2018: Zhang and Chaudhuri2015] Chicheng Zhang and Ka-malika Chaudhuri. 2015. Active learning fromweak and strong labelers.

20 Feb 2018: Q(b,a) GP (0,k((b,a), (b,a))). (41). The kernel k(, ) is often factored into separate kernels over the belief state and actionspaces kB(b,