PPT-Continuous Control with Prioritized Experience Replay

GnaRLy Joseph Simonian Daniel Sochor Problem Statement Deep QNetworks are effective in a variety of highdimensional observation spaces as evidenced by performance on a variety of tasks such as Atari. Database Replay Page 2 Database Replay Page 3 Note:....................................................................................................................2Introduction. Derek . Zernach. Overview. Definitions. Background/History. Continuous Delivery. How to practice Continuous Delivery. Continuous Integration. Continuous Integration Tools. Continuous Delivery Summary. S. . Narayanasamy. , Z. Wang, J. . Tigani. , A. Edwards, B. Calder. UCSD and Microsoft. PLDI 2007. Data Races hard to debug. Difficult to detect. Even more difficult to reproduce. Data Race Detectors help in detection. via . Data Flow Cut. Microsoft Research Asia. Ming Wu. , Haoxiang Lin, Xuezheng Liu, Zhenyu Guo, Huayang Guo, Lidong Zhou, Zheng Zhang. MIT. Fan Long, Xi Wang, . Zhilei. . Xu. Outline. Motivation. Observation. Kaushik . Veeraraghavan . Dongyoon. Lee, . Benjamin . Wester. , . Jessica . Ouyang. , . Peter . M. . Chen, . Jason . Flinn. , . Satish. . Narayanasamy. University of Michigan. Deterministic replay. Rewindable. Instant Replay System for Temporal Debugging. Mark Wesley. Lead Gameplay Programmer – 2K Marin. Talk contents:. What is a “. Rewindable. Replay” system?. How to implement one for debugging. Scalable Deterministic Record-Replay. Arkaprava. . Basu. Jayaram. . Bobba. Mark D. Hill. Work done at University of Wisconsin-Madison. Executive summary. Applications of deterministic record-replay. Smruti. R. Sarangi. Computer Science and Engineering, IIT Delhi. Contents. OOO Processor with an Architectural Register File. Aggressive Speculation and Replay. Uses of Aggressive Speculation. 2. Let us now look at a different kind of OOO processor. in a Managed Language Virtual Machine. Michael . Bond. Milind. Kulkarni. Man . Cao. Meisam. . Fathi. . Salmi. Jipeng. Huang. Purdue. Microsoft. Ohio State. 1. Nondeterminism is problematic. Reproduce and Debug. Smruti. R. Sarangi. Computer Science and Engineering, IIT Delhi. Contents. OOO Processor with an Architectural Register File. Aggressive Speculation and Replay. Uses of Aggressive Speculation. 2. Let us now look at a different kind of OOO processor. Developing Leadership at . Every Level of the Company – . Webinar #3. #1 FREEBIE! Intro, overview to Project Management. #2 Getting Organized! What, who and when?. #3 Delegate – Don’t Abdicate!. Rule 12, Section 3, Article 6 (c) allows for replay to review game clock at end of a period. . If there is a significant mistake related to the game clock replay can fix regardless of review. . END OF PERIOD. Prioritizing healthcare facilities for on-site mentorship to increase HIV treatment uptake: results from EQUIP Brooke Nichols , Cheryl Hendrickson, Ntombi Sigwebela , Crispin Moyo , Matthew Fox, Shankar Raman. Balaji Venkat. Gaurav Raina. Outline. MPLS VPN Security Issues. Router Configuration. Secure Control Plane Exchange. Label hopping applied to data plane. Tic-Toc based Scheme. Control plane algorithms for PEne.