Table of Contents: “... Fundamentals -- Chapter 8: Atari Games with Deep Q Network -- Chapter 9: Playing Doom with a Deep Recurrent Q Network -- Chapter 10: The Asynchronous Advantage Actor Critic Network -- Chapter 11: Policy Gradients and Optimization -- Chapter 12: Capstone Project...”

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Table of Contents: “... -- 3. Deep Learning with PyTorch -- 4. The Cross-Entropy Method -- 5. Tabular Learning and the Bellman Equation -- 6. Deep Q-Networks -- 7. DQN Extensions -- 8. Stocks Trading Using RL -- 9. Policy Gradients - An Alternative -- 10. The Actor-Critic Method...”

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Table of Contents: “... Functions and the Coroutine Context -- 5. Iterators, Sequences, and Producers -- 6. Channels - Share Memory by Communicating -- 7. Thread Confinement, Actors, and Mutexes -- 8. Testing and Debugging Concurrent Code -- 9. The Internals of Concurrency in Kotlin...”

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Table of Contents: “...The material implications of media -- The network -- Media policy in actor networks -- Material rhetoric -- The sustainability rhetoric of film and television organizations -- Regulatory infrastructure -- The media in the Nordic countries : broadcasting...”

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Table of Contents: “...The Whats and Wherefores of Physics -- Dramatis Personae (The Actors) -- Is Physics an Exact Science? -- Newton and Beyond -- Statistical Mechanics and Thermodynamics -- Electromagnetism and Cracks in the Edifice of Classical Physics -- Relativity...”

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Table of Contents: “...Enhanced Energy Efficiency with the Actor Model on Heterogeneous Architectures -- Evaluating the Cost and Robustness of Self-organizing Distributed Hash Tables -- Mignon: A Fast Decentralized Content Consumption Estimation in Large-Scale Distributed...”

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Table of Contents: “... by Probabilistic Testing -- On Time Actors -- A Small-Step Semantics of a Concurrent Calculus with Goroutines and Deferred Functions -- Quicksort Revisited - Verifying Alternative Versions of Quicksort....”

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Table of Contents: “... Diagnosis for Embedded DSLs by Two-Stage Specialized Type Rules -- Actor Services: Modular Verification of Message Passing Programs -- Transfinite Step-indexing: Decoupling Concrete and Logical Steps -- A Higher-Order Abstract Syntax Approach to Verified...”

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Subject (ZB): “...Motion picture actors and actresses California Los Angeles History....”

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Table of Contents: “... Safety and Disaster Forensics: understanding complex causality through Actor Network ethnography -- The Fog of Battle in risk and crisis communication: Towards the goal of interoperability in the digital age -- Disaster Forensics: Governance, Adaptivity...”

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Table of Contents: “... -- On Implementing a Monitor-Oriented Programming Framework for Actor Systems -- Towards a Thread-Local Proof Technique for Starvation Freedom -- Reasoning about Inheritance and Unrestricted Reuse in Object-Oriented Concurrent Systems -- A Formal Model of the Safety...”

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Table of Contents: “... in Polynomial Time -- Dynamics Security Policies and Process Opacity for Timed Process Algebras -- Estimating Development E_ort for Software Architectural Tactics -- Clone Detection in Reuse of Software Technical Documentation -- Modeling Actor Systems Using Dynamic...”

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Table of Contents: “... Synthesis for Timed-Arc Petri Net Games via Discretization -- Finite-Horizon Bisimulation Minimisation for Probabilistic Systems -- Schedulability Analysis of Distributed Real-Time Sensor Network Applications Using Actor-Based Model Checking -- smid: A Black-Box...”

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Table of Contents: “... in Canny Edge Detector -- Analysis and Exploitation of CTU-Level Parallelism in the HEVC Mode Decision Process Using Actor-based Modeling -- Low-Cost Hardware Infrastructure for Runtime Thread Level Energy Accounting -- Allocation: From Memories to FPGA Hardware...”

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Table of Contents: “...Foreword -- Acronyms and abbreviations -- Executive summary -- Assessment and recommendations -- Job displacement in Sweden and its consequences -- Key actors and institutions involved in managing displacement in Sweden -- Anticipating and responding...”

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