AI Agent

Using Textual Interface to Align External Knowledge for End-to-End Task-Oriented Dialogue Systems

Qingyang Wu, Deema Alnuhait, Derek Chen, Zhou Yu

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

What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives

Na Lei, Zezeng Li, Zebin Xu, Ying Li, Xianfeng Gu

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

EM Pre-training for Multi-party Dialogue Response Generation

Yiyang Li, Hai Zhao

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

Comments Accepted by ACL 2023

Temporal Network Creation Games

Davide Bilò, Sarel Cohen, Tobias Friedrich, Hans Gawendowicz, Nicolas Klodt, Pascal Lenzner, George Skretas

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

Comments To appear at the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), full version

Online Learning in a Creator Economy

Banghua Zhu, Sai Praneeth Karimireddy, Jiantao Jiao, Michael I. Jordan

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

Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challenges

Massimo Caccia, Jonas Mueller, Taesup Kim, Laurent Charlin, Rasool Fakoor

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

Journal ref CoLLAs 2023

Schelling Games with Continuous Types

Davide Bilò, Vittorio Bilò, Michelle Döring, Pascal Lenzner, Louise Molitor, Jonas Schmidt

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

Comments To appear at the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), full version

Continual Facial Expression Recognition: A Benchmark

Nikhil Churamani, Tolga Dimlioglu, German I. Parisi, Hatice Gunes

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

To AI or not to AI, to Buy Local or not to Buy Local: A Mathematical Theory of Real Price

Huan Cai, Catherine Xu, Weiyu Xu

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

Comments 16 pages, 3 figures

Quantifying Consistency and Information Loss for Causal Abstraction Learning

Fabio Massimo Zennaro, Paolo Turrini, Theodoros Damoulas

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

Comments 9 pages, 9 pages appendix, 2 figures, IJCAI 2023

A Framework for Characterizing Novel Environment Transformations in General Environments

Matthew Molineaux, Dustin Dannenhauer, Eric Kildebeck

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

An Ontology Design Pattern for Role-Dependent Names

Rushrukh Rayan, Cogan Shimizu, Pascal Hitzler

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

Comments 6 pages, 5 Figures

An Improved Yaw Control Algorithm for Wind Turbines via Reinforcement Learning

Alban Puech, Jesse Read

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

Journal ref Amini, MR., Canu, S., Fischer, A., Guns, T., Kralj Novak, P., Tsoumakas, G. (eds) Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2022. Lecture Notes in Computer Science(), vol 13717. Springer, Cham

Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web

Silei Xu, Giovanni Campagna, Jian Li, Monica S. Lam

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

The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback

Spencer Hutchinson, Berkay Turan, Mahnoosh Alizadeh

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

Comments 21 pages, 4 figures

Changing agents and ascribing beliefs in dynamic epistemic logic

Shikha Singh, Kamal Lodaya, Deepak Khemani

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

Conditionally Elicitable Dynamic Risk Measures for Deep Reinforcement Learning

Anthony Coache, Sebastian Jaimungal, Álvaro Cartea

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

Comments 41 pages, 7 figures

Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning

Mingyang Wang, Zhenshan Bing, Xiangtong Yao, Shuai Wang, Hang Su, Chenguang Yang, Kai Huang, Alois Knoll

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

One-Step Distributional Reinforcement Learning

Mastane Achab, Reda Alami, Yasser Abdelaziz Dahou Djilali, Kirill Fedyanin, Eric Moulines

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

Learning Soft Constraints From Constrained Expert Demonstrations

Ashish Gaurav, Kasra Rezaee, Guiliang Liu, Pascal Poupart

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

Comments ICLR 2023 camera ready version (incl. supplementary material)

Visual-Tactile Multimodality for Following Deformable Linear Objects Using Reinforcement Learning

Leszek Pecyna, Siyuan Dong, Shan Luo

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

Comments 8 pages, 11 figures

Journal ref 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Towards Theoretical Understanding of Inverse Reinforcement Learning

Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli

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

Comments Submitted to: ICML23

ChatGPT may Pass the Bar Exam soon, but has a Long Way to Go for the LexGLUE benchmark

Ilias Chalkidis

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

Comments Working paper

Approximate Shielding of Atari Agents for Safe Exploration

Alexander W. Goodall, Francesco Belardinelli

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

Comments Accepted for presentation at the ALA workshop as part of AAMAS 2023

Keeping the Questions Conversational: Using Structured Representations to Resolve Dependency in Conversational Question Answering

Munazza Zaib, Quan Z. Sheng, Wei Emma Zhang, Adnan Mahmood

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

Systemic Fairness

Arindam Ray, Balaji Padmanabhan, Lina Bouayad

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

Active Inference for Autonomous Decision-Making with Contextual Multi-Armed Bandits

Shohei Wakayama, Nisar Ahmed

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

Journal ref 2023 IEEE International Conference on Robotics and Automation (ICRA)

Learning suction graspability considering grasp quality and robot reachability for bin-picking

Ping Jiang, Junji Oaki, Yoshiyuki Ishihara, Junichiro Ooga, Haifeng Han, Atsushi Sugahara, Seiji Tokura, Haruna Eto, Kazuma Komoda, Akihito Ogawa

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

Comments 18 pages, 2 tables, 7 figures

Measuring Difficulty of Novelty Reaction

Ekaterina Nikonova, Cheng Xue, Vimukthini Pinto, Chathura Gamage, Peng Zhang, Jochen Renz

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

Journal ref AAAI 2022, Designing Artificial Intelligence for Open Worlds

A Dual Approach to Constrained Markov Decision Processes with Entropy Regularization

Donghao Ying, Yuhao Ding, Javad Lavaei

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

Comments 24 pages, AISTATS22