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Model-based reinforcement learning (MBRL) has recently gained immense interest due to its potential for sample efficiency and ability to incorporate off-policy data. However, designing stable and efficient MBRL algorithms using rich…

机器学习 · 计算机科学 2021-03-12 Aravind Rajeswaran , Igor Mordatch , Vikash Kumar

Wordle is a popular, online word game offered by the New York Times (nytimes.com). Currently there are some 2 million players of the English version worldwide. Players have 6 attempts to guess the daily word (target word) and after each…

历史与综述 · 数学 2023-10-10 James P. Dilger

We exploit the redundancy and volume of information on the web to build a computerized player for the ABC TV game show 'Who Wants To Be A Millionaire?' The player consists of a question-answering module and a decision-making module. The…

信息检索 · 计算机科学 2012-12-12 Shyong , K. Lam , David M Pennock , Dan Cosley , Steve Lawrence

As basketball's popularity surges, fans often find themselves confused and overwhelmed by the rapid game pace and complexity. Basketball tactics, involving a complex series of actions, require substantial knowledge to be fully understood.…

人机交互 · 计算机科学 2024-08-12 Chunggi Lee , Tica Lin , Hanspeter Pfister , Chen Zhu-Tian

Many sophisticated tools exist to help researchers find the academic literature they are searching for, but what about finding work that you aren't looking for? We promote joyful discovery of visualization research through two games (Colon…

人机交互 · 计算机科学 2025-09-23 Devin Lange , Zach Cutler , Maxim Lisnic

This paper considers an infinitely repeated three-player Bayesian game with lack of information on two sides, in which an informed player plays two zero-sum games simultaneously at each stage against two uninformed players. This is a…

理论经济学 · 经济学 2023-03-10 Lucas Pahl

Estimating the unknown reward functions driving agents' behaviors is of central interest in inverse reinforcement learning and game theory. To tackle this problem, we develop a unified framework for reward function recovery in two-player…

机器学习 · 计算机科学 2026-05-20 Junyi Liao , Zihan Zhu , Ethan Fang , Zhuoran Yang , Vahid Tarokh

Distributional data tells us that a man can swallow candy, but not that a man can swallow a paintball, since this is never attested. However both are physically plausible events. This paper introduces the task of semantic plausibility:…

计算与语言 · 计算机科学 2018-04-11 Su Wang , Greg Durrett , Katrin Erk

Today's Web of Data is noisy. Linked Data often needs extensive preprocessing to enable efficient use of heterogeneous resources. While consistent and valid data provides the key to efficient data processing and aggregation we are facing…

信息检索 · 计算机科学 2012-04-13 Magnus Knuth , Johannes Hercher , Harald Sack

This paper provides sufficient conditions for the existence of solutions for two-person zero-sum games with inf/sup-compact payoff functions and with possibly noncompact decision sets for both players. Payoff functions may be unbounded, and…

最优化与控制 · 数学 2021-12-22 Eugene A. Feinberg , Pavlo O. Kasyanov , Michael Z. Zgurovsky

Game semantics describe the interactive behavior of proofs by interpreting formulas as games on which proofs induce strategies. Such a semantics is introduced here for capturing dependencies induced by quantifications in first-order…

计算机科学中的逻辑 · 计算机科学 2011-01-27 Samuel Mimram

We consider multi-player graph games with partial-observation and parity objective. While the decision problem for three-player games with a coalition of the first and second players against the third player is undecidable, we present a…

计算机科学中的逻辑 · 计算机科学 2014-04-23 Krishnendu Chatterjee , Laurent Doyen

Strategic interactions often take place in an environment rife with uncertainty. As a result, the equilibrium of a game is intimately related to the information available to its players. The \emph{signaling problem} abstracts the task faced…

计算机科学与博弈论 · 计算机科学 2014-10-14 Yu Cheng , Ho Yee Cheung , Shaddin Dughmi , Shanghua Teng

Subjective questions such as `does neymar dive', or `is clinton lying', or `is trump a fascist', are popular queries to web search engines, as can be seen by autocompletion suggestions on Google, Yahoo and Bing. In the era of cognitive…

人工智能 · 计算机科学 2016-11-14 Bernardo Gonçalves

A common goal in the areas of secure information flow and privacy is to build effective defenses against unwanted leakage of information. To this end, one must be able to reason about potential attacks and their interplay with possible…

密码学与安全 · 计算机科学 2022-04-15 Mário S. Alvim , Konstantinos Chatzikokolakis , Yusuke Kawamoto , Catuscia Palamidessi

We present the results of the first Fact Extraction and VERification (FEVER) Shared Task. The task challenged participants to classify whether human-written factoid claims could be Supported or Refuted using evidence retrieved from…

计算与语言 · 计算机科学 2018-12-03 James Thorne , Andreas Vlachos , Oana Cocarascu , Christos Christodoulopoulos , Arpit Mittal

Conventional works generally employ a two-phase model in which a generator selects the most important pieces, followed by a predictor that makes predictions based on the selected pieces. However, such a two-phase model may incur the…

机器学习 · 计算机科学 2022-09-21 Wei Liu , Haozhao Wang , Jun Wang , Ruixuan Li , Chao Yue , Yuankai Zhang

Effectively mitigating online misinformation requires understanding of their mechanisms and learning of practical skills for identification and counteraction. Serious games may serve as tools for combating misinformation, teaching players…

人机交互 · 计算机科学 2025-09-23 Huiyun Tang , Songqi Sun , Kexin Nie , Ang Li , Anastasia Sergeeva , Ray LC

On the blockchain, NFT games have risen in popularity, spawning new types of digital assets. We present a simplified version of well-known NFT games, followed by a discussion of issues influencing the structure and stability of generic…

投资组合管理 · 定量金融 2022-09-22 Bernhard K Meister , Henry CW Price

Dream11 takes pride in being a unique platform that enables over 190 million fantasy sports users to demonstrate their skills and connect deeper with their favorite sports. While managing such a scale, one issue we are faced with is…

机器学习 · 计算机科学 2023-10-10 Akriti Upreti , Kartavya Kothari , Utkarsh Thukral , Vishal Verma