AI Agent

Incorporating Rivalry in Reinforcement Learning for a Competitive Game

Pablo Barros, Ozge Nilay Yalcın, Ana Tanevska, Alessandra Sciutti

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments Accepted at the Neural Computing and Applications Journal

Adaptive Resources Allocation CUSUM for Binomial Count Data Monitoring with Application to COVID-19 Hotspot Detection

Jiuyun Hu, Yajun Mei, Sarah Holte, Hao Yan

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

Comments Accepted in Journal of Applied Statistics

VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation

Kaizhi Zheng, Xiaotong Chen, Odest Chadwicke Jenkins, Xin Eric Wang

专题命中 Agent评测 ：agent(abstract)；分类 cs.CL

DialFRED: Dialogue-Enabled Agents for Embodied Instruction Following

Xiaofeng Gao, Qiaozi Gao, Ran Gong, Kaixiang Lin, Govind Thattai, Gaurav S. Sukhatme

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 8 pages, 5 figures, accepted by RA-L

Journal ref IEEE Robotics and Automation Letters, vol. 7, no. 4, pp. 10049-10056, Oct. 2022

Computational Empathy Counteracts the Negative Effects of Anger on Creative Problem Solving

Matthew Groh, Craig Ferguson, Robert Lewis, Rosalind Picard

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

IRL with Partial Observations using the Principle of Uncertain Maximum Entropy

Kenneth Bogert, Yikang Gui, Prashant Doshi

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

Comments 7 pages, 5 figures

Real-time Caller Intent Detection In Human-Human Customer Support Spoken Conversations

Mrinal Rawat, Victor Barres

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Continual Learning and Private Unlearning

Bo Liu, Qiang Liu, Peter Stone

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments Conference on Lifelong Learning Agents

A Modular Framework for Reinforcement Learning Optimal Execution

Fernando de Meer Pardo, Christoph Auth, Florin Dascalu

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

Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation

Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang

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

Comments Accepted by CIKM-22 as a short paper

Basis for Intentions: Efficient Inverse Reinforcement Learning using Past Experience

Marwa Abdulhai, Natasha Jaques, Sergey Levine

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

Exploring the trade off between human driving imitation and safety for traffic simulation

Yann Koeberle, Stefano Sabatini, Dzmitry Tsishkou, Christophe Sabourin

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

VectorFlow: Combining Images and Vectors for Traffic Occupancy and Flow Prediction

Xin Huang, Xiaoyu Tian, Junru Gu, Qiao Sun, Hang Zhao

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments Technical report. 5 pages, 1 figure, and 2 tables

A Framework for Verifiable and Auditable Federated Anomaly Detection

Gabriele Santin, Inna Skarbovsky, Fabiana Fournier, Bruno Lepri

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

Autonomous Reinforcement Learning: Formalism and Benchmarking

Archit Sharma, Kelvin Xu, Nikhil Sardana, Abhishek Gupta, Karol Hausman, Sergey Levine, Chelsea Finn

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

Towards Distributed Logic Programming based on Computability Logic

Keehang Kwon

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 8 pages. We substantially refined the execution model of a machine

Developing Optimal Causal Cyber-Defence Agents via Cyber Security Simulation

Alex Andrew, Sam Spillard, Joshua Collyer, Neil Dhir

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

Comments Presented at the Workshop on Machine Learning for Cybersecurity (ML4Cyber), at the 39th Proceedings of International Conference for Machine Learning

Solving the Baby Intuitions Benchmark with a Hierarchically Bayesian Theory of Mind

Tan Zhi-Xuan, Nishad Gothoskar, Falk Pollok, Dan Gutfreund, Joshua B. Tenenbaum, Vikash K. Mansinghka

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 6 pages, 2 figures. Presented at the Robotics: Science and Systems 2022 Workshop on Social Intelligence in Humans and Robots

Zero-Shot Style Transfer for Gesture Animation driven by Text and Speech using Adversarial Disentanglement of Multimodal Style Encoding

Mireille Fares, Michele Grimaldi, Catherine Pelachaud, Nicolas Obin

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

Inference of Affordances and Active Motor Control in Simulated Agents

Fedor Scholz, Christian Gumbsch, Sebastian Otte, Martin V. Butz

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 26 pages, 12 figures, submitted to Frontiers in Neurorobotics

Location retrieval using visible landmarks based qualitative place signatures

Lijun Wei, Valerie Gouet-Brunet, Anthony Cohn

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Unified Automatic Control of Vehicular Systems with Reinforcement Learning

Zhongxia Yan, Abdul Rahman Kreidieh, Eugene Vinitsky, Alexandre M. Bayen, Cathy Wu

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 16 pages, 14 figures, IEEE Transactions on Automation Science and Engineering (T-ASE), 2022

Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems

Lisa Oakley, Alina Oprea, Stavros Tripakis

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

Comments To Appear, 35th IEEE Computer Security Foundations Symposium (2022)

Practical Deep Reinforcement Learning Approach for Stock Trading

Xiao-Yang Liu, Zhuoran Xiong, Shan Zhong, Hongyang Yang, Anwar Walid

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

DoRO: Disambiguation of referred object for embodied agents

Pradip Pramanick, Chayan Sarkar, Sayan Paul, Ruddra dev Roychoudhury, Brojeshwar Bhowmick

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments Accepted in IEEE Robotics & Automation Letters (RA-L)

Break and Make: Interactive Structural Understanding Using LEGO Bricks

Aaron Walsman, Muru Zhang, Klemen Kotar, Karthik Desingh, Ali Farhadi, Dieter Fox

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments ECCV 2022. LTRON simulator and environment page: https://github.com/aaronwalsman/ltron. Training examples: https://github.com/aaronwalsman/ltron-torch-eccv22

Towards the Neuroevolution of Low-level Artificial General Intelligence

Sidney Pontes-Filho, Kristoffer Olsen, Anis Yazidi, Michael A. Riegler, Pål Halvorsen, Stefano Nichele

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 18 pages, 14 figures

Dynamic Shielding for Reinforcement Learning in Black-Box Environments

Masaki Waga, Ezequiel Castellano, Sasinee Pruekprasert, Stefan Klikovits, Toru Takisaka, Ichiro Hasuo

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

Comments This is the author (and extended) version of the manuscript of the same name published in the proceedings of the 20th International Symposium on Automated Technology for Verification and Analysis (ATVA 2022)

Malleable Agents for Re-Configurable Robotic Manipulators

Athindran Ramesh Kumar, Gurudutt Hosangadi

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 6 pages, 7 figures, 2 tables

Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems

Omer San, Suraj Pawar, Adil Rasheed

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