AI Agent - arXivDaily 专题

2207.08258 2022-07-26 cs.LG 57%

Minimum Description Length Control

Ted Moskovitz, Ta-Chu Kao, Maneesh Sahani, Matthew M. Botvinick

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2106.09004 2022-07-26 physics.comp-ph cs.LG 57%

Learning effective stochastic differential equations from microscopic simulations: linking stochastic numerics to deep learning

Felix Dietrich, Alexei Makeev, George Kevrekidis, Nikolaos Evangelou, Tom Bertalan, Sebastian Reich, Ioannis G. Kevrekidis

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 38 pages, includes supplemental material

2207.11431 2022-07-26 cs.RO cs.AI 57%

Epersist: A Self Balancing Robot Using PID Controller And Deep Reinforcement Learning

Ghanta Sai Krishna, Dyavat Sumith, Garika Akshay

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 4 Pages, 6 Figures

2207.11152 2022-07-25 q-fin.TR cs.LG 57%

Learn Continuously, Act Discretely: Hybrid Action-Space Reinforcement Learning For Optimal Execution

Feiyang Pan, Tongzhe Zhang, Ling Luo, Jia He, Shuoling Liu

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2207.10573 2022-07-22 cs.CL 57%

AI Based Chatbot: An Approach of Utilizing On Customer Service Assistance

Rejwan Bin Sulaiman

专题命中 Agent评测：agent(abstract)；分类 cs.CL

2207.08735 2022-07-19 cs.LG stat.ML 57%

An Information-Theoretic Analysis of Bayesian Reinforcement Learning

Amaury Gouverneur, Borja Rodríguez-Gálvez, Tobias J. Oechtering, Mikael Skoglund

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 10 pages: 6 of the main text, 1 of references, and 3 of appendices

2207.08426 2022-07-19 cs.GT cs.LG cs.MA 57%

Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games

Georgios Piliouras, Lillian Ratliff, Ryann Sim, Stratis Skoulakis

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments To appear in SAGT 2022

2207.08379 2022-07-19 cs.AI 57%

Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation

Guoqing Liu, Mengzhang Cai, Li Zhao, Tao Qin, Adrian Brown, Jimmy Bischoff, Tie-Yan Liu

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments Accepted as IEEE CoG2022 proceedings paper (Oral)

2201.11824 2022-07-19 cs.RO cs.AI 57%

Empirical Estimates on Hand Manipulation are Recoverable: A Step Towards Individualized and Explainable Robotic Support in Everyday Activities

Alexander Wich, Holger Schultheis, Michael Beetz

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Journal ref https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1382.pdf

2207.07570 2022-07-18 cs.LG 57%

The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning

Yunhao Tang, Mark Rowland, Rémi Munos, Bernardo Ávila Pires, Will Dabney, Marc G. Bellemare

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2207.07105 2022-07-15 stat.ML cs.LG math.OC 57%

Continuous-time Analysis for Variational Inequalities: An Overview and Desiderata

Tatjana Chavdarova, Ya-Ping Hsieh, Michael I. Jordan

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2110.09397 2022-07-14 cs.HC cs.AI 57%

Using Psychological Characteristics of Situations for Social Situation Comprehension in Support Agents

Ilir Kola, Catholijn M. Jonker, M. Birna van Riemsdijk

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 21 pages

1811.06736 2022-07-14 cs.GT cs.LG econ.TH stat.ML 57%

Learning Approximately Optimal Contracts

Alon Cohen, Moran Koren, Argyrios Deligkas

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2207.04557 2022-07-12 cs.GT cs.CY cs.DC cs.LG econ.TH 57%

Mechanisms that Incentivize Data Sharing in Federated Learning

Sai Praneeth Karimireddy, Wenshuo Guo, Michael I. Jordan

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2205.12089 2022-07-12 cs.CV cs.AI 57%

Sim-To-Real Transfer of Visual Grounding for Human-Aided Ambiguity Resolution

Georgios Tziafas, Hamidreza Kasaei

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments Accepted CoLLAs 2022

2011.13465 2022-07-12 cs.LG cs.SY eess.SY 57%

Exploring grid topology reconfiguration using a simple deep reinforcement learning approach

Medha Subramanian, Jan Viebahn, Simon H. Tindemans, Benjamin Donnot, Antoine Marot

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Journal ref 2021 IEEE Madrid PowerTech, 2021

2009.09575 2022-07-08 cs.AI cs.HC cs.MA 57%

Human Engagement Providing Evaluative and Informative Advice for Interactive Reinforcement Learning

Adam Bignold, Francisco Cruz, Richard Dazeley, Peter Vamplew, Cameron Foale

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments 23 pages, 15 figures

Journal ref Neural Computing and Applications, 1-16 (2022)

2207.02641 2022-07-07 cs.GT cs.AI cs.DS econ.TH math.CO 57%

Reforming an Envy-Free Matching

Takehiro Ito, Yuni Iwamasa, Naonori Kakimura, Naoyuki Kamiyama, Yusuke Kobayashi, Yuta Nozaki, Yoshio Okamoto, Kenta Ozeki

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments AAAI 2022

2207.02100 2022-07-06 cs.AI 57%

Generating Game Levels of Diverse Behaviour Engagement

Keyuan Zhang, Jiayu Bai, Jialin Liu

专题命中 Agent评测：agent(abstract)；分类 cs.AI

2204.05183 2022-07-04 cs.CL cs.SD eess.AS 57%

Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data

Vishal Sunder, Prashant Serai, Eric Fosler-Lussier

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments 5 pages, 3 figures

2206.14267 2022-06-30 cs.LG q-fin.TR 57%

Applications of Reinforcement Learning in Finance -- Trading with a Double Deep Q-Network

Frensi Zejnullahu, Maurice Moser, Joerg Osterrieder

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2109.09592 2022-06-29 math.OC cs.LG 57%

A Reinforcement Learning Approach to the Stochastic Cutting Stock Problem

Anselmo R. Pitombeira-Neto, Arthur H. Fonseca Murta

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 22 pages, 6 figures

2112.11701 2022-06-28 cs.AI 57%

Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination

Rui Zhao, Jinming Song, Yufeng Yuan, Hu Haifeng, Yang Gao, Yi Wu, Zhongqian Sun, Yang Wei

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments Accepted by NeurIPS Cooperative AI Workshop, 2021, link: https://www.cooperativeai.com/workshop/neurips-2021#Workshop-Papers. Under review at a conference

2011.01445 2022-06-28 cs.LG 57%

Towards Fundamental Limits of Multi-armed Bandits with Random Walk Feedback

Tianyu Wang, Lin F. Yang, Zizhuo Wang

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments major revision

2206.11791 2022-06-24 cs.LG cs.AR 57%

Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark

Hendrik Borras, Giuseppe Di Guglielmo, Javier Duarte, Nicolò Ghielmetti, Ben Hawks, Scott Hauck, Shih-Chieh Hsu, Ryan Kastner, Jason Liang, Andres Meza, Jules Muhizi, Tai Nguyen, Rushil Roy, Nhan Tran, Yaman Umuroglu, Olivia Weng, Aidan Yokuda, Michaela Blott

专题命中 Agent评测：workflow(abstract)；分类 cs.LG

Comments 15 pages, 7 figures, Contribution to 3rd Workshop on Benchmarking Machine Learning Workloads on Emerging Hardware (MLBench) at 5th Conference on Machine Learning and Systems (MLSys)

2012.05874 2022-06-24 cs.GT cs.AI 57%

Hindsight and Sequential Rationality of Correlated Play

Dustin Morrill, Ryan D'Orazio, Reca Sarfati, Marc Lanctot, James R. Wright, Amy Greenwald, Michael Bowling

专题命中 Agent评测：agent(abstract)；分类 cs.AI

Comments Corrected technical report for the paper with the same title in the proceedings of the thirty-fifth AAAI Conference on Artificial Intelligence (AAAI-21), February 2-9, 2021, Virtual. Compared to v5, this version fixes the realized terminal history indicators in the diagram describing MacQueen's counterexample. 27 pages and 16 figures

2206.10924 2022-06-23 cs.CL cs.CR cs.NI 57%

Enhancing Networking Cipher Algorithms with Natural Language

John E. Ortega

专题命中 Agent评测：agent(abstract)；分类 cs.CL

Comments 12 pages, David C. Wyld et al. (Eds): CONEDU, CSITA, MLCL, ISPR, NATAP, ARIN - 2022 pp. 43-54, 2022. CS & IT - CSCP 2022 DOI: 10.5121/csit.2022.121013

Journal ref David C. Wyld et al. (Eds): CONEDU, CSITA, MLCL, ISPR, NATAP, ARIN - 2022, pp. 43-54, 2022. CS & IT

2206.10524 2022-06-22 cs.LG cs.SY eess.SY 57%

Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control

Katie Kang, Paula Gradu, Jason Choi, Michael Janner, Claire Tomlin, Sergey Levine

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2206.10313 2022-06-22 cs.RO cs.LG 57%

Active Inference for Robotic Manipulation

Tim Schneider, Boris Belousov, Hany Abdulsamad, Jan Peters

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments Published at "The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM)" 2022

2206.09348 2022-06-22 cs.LG cs.GT math.OC 57%

Nested bandits

Matthieu Martin, Panayotis Mertikopoulos, Thibaud Rahier, Houssam Zenati

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments 35 pages, 14 figures; to appear in ICML 2022

1. Agent评测 15867 篇

Minimum Description Length Control

Learning effective stochastic differential equations from microscopic simulations: linking stochastic numerics to deep learning

Epersist: A Self Balancing Robot Using PID Controller And Deep Reinforcement Learning

Learn Continuously, Act Discretely: Hybrid Action-Space Reinforcement Learning For Optimal Execution

AI Based Chatbot: An Approach of Utilizing On Customer Service Assistance

An Information-Theoretic Analysis of Bayesian Reinforcement Learning

Fast Convergence of Optimistic Gradient Ascent in Network Zero-Sum Extensive Form Games

Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation

Empirical Estimates on Hand Manipulation are Recoverable: A Step Towards Individualized and Explainable Robotic Support in Everyday Activities

The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning

Continuous-time Analysis for Variational Inequalities: An Overview and Desiderata

Using Psychological Characteristics of Situations for Social Situation Comprehension in Support Agents

Learning Approximately Optimal Contracts

Mechanisms that Incentivize Data Sharing in Federated Learning

Sim-To-Real Transfer of Visual Grounding for Human-Aided Ambiguity Resolution

Exploring grid topology reconfiguration using a simple deep reinforcement learning approach

Human Engagement Providing Evaluative and Informative Advice for Interactive Reinforcement Learning

Reforming an Envy-Free Matching

Generating Game Levels of Diverse Behaviour Engagement

Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data

Applications of Reinforcement Learning in Finance -- Trading with a Double Deep Q-Network

A Reinforcement Learning Approach to the Stochastic Cutting Stock Problem

Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination

Towards Fundamental Limits of Multi-armed Bandits with Random Walk Feedback

Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark

Hindsight and Sequential Rationality of Correlated Play

Enhancing Networking Cipher Algorithms with Natural Language

Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control

Active Inference for Robotic Manipulation

Nested bandits