Games
Games: video games, game design, game development, and board games.
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Intrinsic Exploration as Empowerment in a Richly Structured Online Game psyarxiv.com
2022. [All Versions].
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Emergent Graphical Conventions in a Visual Communication Game proceedings.neurips.cc
NeurIPS, 2022. [All Versions]. A computational account on the emergence of iconic language.
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Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols proceedings.neurips.cc
NeurIPS'18, 2018. [All Versions].
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Investigating Human Priors for Playing Video Games proceedings.mlr.press
ICML'18, 2018. [All Versions].
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Graphical Language Games: Interactional Constraints on Representational Form onlinelibrary.wiley.com
Cognitive Science, 2007. [All Versions]. The first paper introducing the graphical language game.
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Pragmatic Inference and Visual Abstraction Enable Contextual Flexibility During Visual Communication link.springer.com
Computational Brain & Behavior, 2020. [All Versions]. A computational account on the rational behavior in graphical language games.
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Machine Discovery of Comprehensible Strategies for Simple Games Using Meta-interpretive Learning link.springer.com
New Generation Computing, 2019. [All Versions].
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Human-level control through deep reinforcement learning klab.tch.harvard.edu
Nature, 2015. [All Versions]. The original paper on solving Atari games via Deep Q-Network.
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Asking and evaluating natural language questions gureckislab.org
CogSci'16, 2016. [All Versions]. A behavioral study for the battleship game.
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Designing games with a purpose dl.acm.org
Communications of the ACM, 2008. [All Versions].
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What's the Game, then? Opportunities and Challenges for Runtime Behavior Generation dl.acm.org
UIST'24, 2024. [All Versions]. Procedural content generation (PCG), the process of algorithmically creating game components instead of manually, has been a common tool of game development for decades. Recent advances in large language models (LLMs) enable the generation of game…
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Searching large hypothesis spaces by asking questions cogsci.mindmodeling.org
CogSci'16, 2016. [All Versions]. A behavioral study for the 20 questions game.
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An overview of multi-agent reinforcement learning from game theoretical perspective arxiv.org
2020. [All Versions]. Yaodong Yang's review on multi-agent reinforcement learning from the perspective of game theory.
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Experimental Games and Social Decision Making annualreviews.org
Annual Review of Psychology, 2021. [All Versions]. Experimental games model situations in which the future outcomes of individuals and groups depend on their own choices and on those of other (groups of) individuals. Games are a powerful tool to identify the neural and…
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Playgol: Learning Programs Through Play andrewcropper.com
IJCAI'19, 2019. [All Versions].
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Verbosity: A Game for Collecting Common-Sense Facts aladdin.cs.cmu.edu
CHI'06, 2006. [All Versions].
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The Imitation Game: Algorithm Selectionby Exploiting Black-Box Recommender github.com
(Netys) (Code) Parametrize a local recommendation algorithm by imitating the decision of a remote and better trained one.
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The Fair Game: Auditing & debiasing AI algorithms overtime cambridge.org
(Cambridge Forum on AI: Law and Governance) Aims to simulate the evolution of ethical and legal frameworks in the society by creating an auditor which sends feedback to a debiasing algorithm deployed around an ML system.
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The Fair Game: Auditing & debiasing AI algorithms over time cambridge.org
Jouarnal of Cambridge Forum on AI: Law and Governance
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Nicolis, G., Basios, V., & (Firm), W. S. (2015). Chaos, information processing and paradoxical games: the legacy of… worldcat.org
An edited volume of studies honoring the legacy of John Nicolis contribution to complex systems.
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Lenia en.wikipedia.org
Continuous generalization of the game of life.
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ConwayLife conwaylife.com
Community for game-of-life and similar simulations.
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Surreal Numbers and Games web.mit.edu
Introductory notes on Conway's surreal numbers and their connection with combinatorial game theory.
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Natural Number Game adam.math.hhu.de
Interactive Lean 4 game that introduces theorem proving through guided exercises about natural numbers.
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LLM Engineer's Handbook packtpub.com
LLMOps, fine-tuning, serving, and production workflows.
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Harness Engineering openai.com
OpenAI's field report on building software with coding agents, repository constraints, automated checks, and human steering.
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AI Engineer aiengineer.co
A paid program for agentic coding and building, testing, and shipping production AI systems.
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Google Kick Start codingcompetitions.withgoogle.com
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Codeground codeground.org
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TDD and Software Design youtube.com
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Acceptance Testing For Continuous Delivery youtube.com
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Hammock Driven Development youtube.com
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Extreme Product Development youtube.com
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Real Software Engineering youtube.com
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Introducing graphlayouts with Game of Thrones blog.schochastics.net
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Fundamentals of Stream Processing: Application Design, Systems, and Analytics cambridge.org
This comprehensive, hands-on guide combining the fundamental building blocks and emerging research in stream processing is ideal for application designers, system builders, analytic developers, as well as students and researchers in the field.
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/r/dataengineering reddit.com
News, tips, and background on Data Engineering.
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A monogamy-of-entanglement game with applications to device-independent quantum cryptography (2013) doi.org
Shows a tight upper bound for unentangled attacks, parallel repetition and a linear lower bound for the repeated protocol.
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Demaine. Games, Puzzles, and Computation routledge.com
It shows that games and puzzles can serve as powerful models of computation, Offering a new way of thinking about computation.
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Moore & Mertens. The Nature of Computation nature-of-computation.org
It spans complexity of mazes and games; optimization in theory and practice; randomized algorithms, interactive proofs, and pseudorandomness; Markov chains and phase transitions; and of quantum computing. It provides accessible explanations
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Penna. Algorithmic Game Theory ml2.inf.ethz.ch
The course discusses algorithmic aspects of game theory, such as a general introduction to game theory, auctions, mechanisms, the costs of a central control optimum versus those of an equilibrium under selfish agents, and algorithms and complexity of computing equilibria.
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Xu. Topics in Learning and Game Theory haifeng-xu.com
A graduate level course covering topics at the interface between machine learning and game theory.
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Fang. Advanced Topics in Machine Learning and Game Theory feifang.info
A graduate-level course covering the topics at the intersection of machine learning and game theory.
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Agrawal & Jaiswal. When Machine Learning Meets AI and Game Theory cs229.stanford.edu
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Eva Tardos. Algorithmic Game Theory cs.cornell.edu
It combines algorithmic thinking with game-theoretic, or, more generally, economic concepts. The course will study a range of topics at this interface. The only prerequisite to the course is mathematical thinking.
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Brown. Resources list for game theory cs.brown.edu
TAs based these notes in large part on the lecture notes and accompanying videos of Tim Roughgarden's CS 364A and CS 364B courses at Stanford, and Jason Hartline's Mechanism Design and Approximation textbook.
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Chekuri. Topics in Algorithms: Algorithmic Game Theory chekuri.cs.illinois.edu
A broad graduate-level introduction to: auctions, existence and computation of equilibria in games and markets, algorithmic mechanism design, price of anarchy and price of stability, games relevant to networks and e-commerce. The emphasis will be on conceptual ideas and…
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Apt & Grädel. Lectures in Game Theory for Computer Scientists cambridge.org
Games provide mathematical models for interaction, and numerous tasks in computer science can be formulated in game-theoretic terms.
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Eva Tardos & et.al. Algorithmic Game Theory cambridge.org
Basic chapters on algorithmic methods for equilibria, mechanism design and combinatorial auctions are followed by chapters on important game theory applications such as incentives and pricing, cost sharing, information markets and cryptography and security.
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