AI Agent - arXivDaily 专题

2102.01585 2022-07-11 cs.MA cs.AI cs.LG 62%

Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning

Kai Cui, Heinz Koeppl

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

Comments Accepted to the 24th International Conference on Artificial Intelligence and Statistics (AISTATS 2021); v2: Fixed B.6 and some typos

2205.07444 2022-07-01 cs.LG cs.AI 62%

A Deep Reinforcement Learning Blind AI in DareFightingICE

Thai Van Nguyen, Xincheng Dai, Ibrahim Khan, Ruck Thawonmas, Hai V. Pham

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

Comments 2022 IEEE Conference on Games (CoG 2022)

2206.14256 2022-06-30 cs.LG cs.AI cs.CV 62%

GAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning

Doğay Kamar, Nazım Kemal Üre, Gözde Ünal

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

Journal ref International Conference on Agents and Artificial Intelligence - ICAART, Volume 2, 264-272 (2022)

2206.13391 2022-06-28 cs.CV cs.AI cs.LG 62%

Deep reinforced active learning for multi-class image classification

Emma Slade, Kim M. Branson

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

Comments 10 pages, 4 figures

2206.12449 2022-06-28 cs.CL cs.AI cs.IR 62%

OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience

Miaoran Li, Baolin Peng, Jianfeng Gao, Zhu Zhang

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

2203.04098 2022-06-28 cs.LG cs.AI cs.GT 62%

COLA: Consistent Learning with Opponent-Learning Awareness

Timon Willi, Alistair Letcher, Johannes Treutlein, Jakob Foerster

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

Comments Accepted @ ICML 2022

2206.12294 2022-06-27 cs.AI cs.CL 62%

Learning Rhetorical Structure Theory-based descriptions of observed behaviour

Luis Botelho, Luis Nunes, Ricardo Ribeiro, Rui J. Lopes

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

2206.11953 2022-06-27 cs.CL cs.AI 62%

Do Trajectories Encode Verb Meaning?

Dylan Ebert, Chen Sun, Ellie Pavlick

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

Comments NAACL 2022

2204.02602 2022-06-22 cs.CL cs.AI cs.CR 62%

Distributed Transition Systems with Tags for Privacy Analysis

Siva Anantharaman, Sabine Frittella, Benjamin Nguyen

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

2206.05165 2022-06-13 cs.LG cs.AI 62%

Multifidelity Reinforcement Learning with Control Variates

Sami Khairy, Prasanna Balaprakash

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

Comments Preprint. Under review

2206.04921 2022-06-13 cs.LG cs.AI stat.ML 62%

Offline Stochastic Shortest Path: Learning, Evaluation and Towards Optimality

Ming Yin, Wenjing Chen, Mengdi Wang, Yu-Xiang Wang

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

Comments UAI 2022

2206.04873 2022-06-13 cs.LG cs.AI cs.RO 62%

Imitation Learning via Differentiable Physics

Siwei Chen, Xiao Ma, Zhongwen Xu

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

2206.04659 2022-06-10 cs.CL cs.AI 62%

Jewelry Shop Conversational Chatbot

Safa Zaid, Aswah Malik, Kisa Fatima

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

2206.03633 2022-06-09 cs.LG cs.AI stat.ML 62%

Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping

Vikranth Dwaracherla, Zheng Wen, Ian Osband, Xiuyuan Lu, Seyed Mohammad Asghari, Benjamin Van Roy

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

2202.10153 2022-06-09 cs.LG cs.AI stat.ML 62%

Inferring Lexicographically-Ordered Rewards from Preferences

Alihan Hüyük, William R. Zame, Mihaela van der Schaar

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

Comments In Proceedings of the 36th AAAI Conference on Artificial Intelligence

1910.10840 2022-06-07 cs.LG cs.AI stat.ML 62%

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Patrik Reizinger, Márton Szemenyei

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

Comments Submitted to ICASSP2020, 5 pages, 8 figures, 2 tables

2004.06627 2022-06-06 q-fin.TR cs.AI cs.LG 62%

An Application of Deep Reinforcement Learning to Algorithmic Trading

Thibaut Théate, Damien Ernst

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

Comments Preprint submitted to Elsevier journal "Expert Systems with Applications"

Journal ref Expert Systems with Applications, Volume 173, 1 July 2021, 114632

2205.14237 2022-05-31 cs.LG cs.AI stat.ML 62%

Provably Sample-Efficient RL with Side Information about Latent Dynamics

Yao Liu, Dipendra Misra, Miro Dudík, Robert E. Schapire

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

Comments 35 pages, 4 figures

2205.10484 2022-05-31 cs.LG cs.AI 62%

Nuclear Norm Maximization Based Curiosity-Driven Learning

Chao Chen, Zijian Gao, Kele Xu, Sen Yang, Yiying Li, Bo Ding, Dawei Feng, Huaimin Wang

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

2205.13594 2022-05-30 cs.LG cs.AI q-bio.BM q-bio.QM 62%

DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning

Elham Soltanikazemi, Raj S. Roy, Farhan Quadir, Nabin Giri, Alex Morehead, Jianlin Cheng

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

Comments 20 pages, 8 figures, 12 tables. Under review

2205.12648 2022-05-26 cs.LG cs.AI 62%

Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization

Sungryull Sohn, Hyunjae Woo, Jongwook Choi, lyubing qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee

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

Comments Accepted to UAI 2022 as an oral presentation

2112.03753 2022-05-26 cs.LG cs.AI stat.ML 62%

Tell me why! Explanations support learning relational and causal structure

Andrew K. Lampinen, Nicholas A. Roy, Ishita Dasgupta, Stephanie C. Y. Chan, Allison C. Tam, James L. McClelland, Chen Yan, Adam Santoro, Neil C. Rabinowitz, Jane X. Wang, Felix Hill

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

Comments ICML 2022; 23 pages

2205.09327 2022-05-20 cs.AI cs.CL cs.CV 62%

Let's Talk! Striking Up Conversations via Conversational Visual Question Generation

Shih-Han Chan, Tsai-Lun Yang, Yun-Wei Chu, Chi-Yang Hsu, Ting-Hao Huang, Yu-Shian Chiu, Lun-Wei Ku

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

Comments Accepted as a full talk paper on AAAI-DEEPDIAL'21

2205.01053 2022-05-19 cs.LG cs.AI 62%

Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes

Alessandro Ronca, Gabriel Paludo Licks, Giuseppe De Giacomo

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

Comments IJCAI 2022

2205.07886 2022-05-18 cs.LG cs.AI 62%

An Empirical Investigation of Representation Learning for Imitation

Xin Chen, Sam Toyer, Cody Wild, Scott Emmons, Ian Fischer, Kuang-Huei Lee, Neel Alex, Steven H Wang, Ping Luo, Stuart Russell, Pieter Abbeel, Rohin Shah

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

Comments Accepted to NeurIPS2021 Datasets and Benchmarks Track

2205.06904 2022-05-17 cs.CL cs.LG 62%

Developing a Production System for Purpose of Call Detection in Business Phone Conversations

Elena Khasanova, Pooja Hiranandani, Shayna Gardiner, Cheng Chen, Xue-Yong Fu, Simon Corston-Oliver

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

Comments NAACL 2022

2205.06107 2022-05-13 econ.TH cs.AI cs.LG 62%

Social learning via actions in bandit environments

Aroon Narayanan

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

2205.01975 2022-05-06 cs.CL cs.AI 62%

Aligning to Social Norms and Values in Interactive Narratives

Prithviraj Ammanabrolu, Liwei Jiang, Maarten Sap, Hannaneh Hajishirzi, Yejin Choi

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

Comments In Proceedings of NAACL-2022

2205.02108 2022-05-05 cs.LG cs.AI 62%

Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures

Muhammad Usman Awais

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

2205.00763 2022-05-03 cs.RO cs.AI cs.HC cs.LG 62%

Data-driven emotional body language generation for social robotics

Mina Marmpena, Fernando Garcia, Angelica Lim, Nikolas Hemion, Thomas Wennekers

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

Comments For the associated video of the generated animations, see https://youtu.be/wmLT8FARSk0 and for a repository of the training data, see https://github.com/minamar/rebl-pepper-data

1. Agent评测 15801 篇

Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning

A Deep Reinforcement Learning Blind AI in DareFightingICE

GAN-based Intrinsic Exploration For Sample Efficient Reinforcement Learning

Deep reinforced active learning for multi-class image classification

OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience

COLA: Consistent Learning with Opponent-Learning Awareness

Learning Rhetorical Structure Theory-based descriptions of observed behaviour

Do Trajectories Encode Verb Meaning?

Distributed Transition Systems with Tags for Privacy Analysis

Multifidelity Reinforcement Learning with Control Variates

Offline Stochastic Shortest Path: Learning, Evaluation and Towards Optimality

Imitation Learning via Differentiable Physics

Jewelry Shop Conversational Chatbot

Ensembles for Uncertainty Estimation: Benefits of Prior Functions and Bootstrapping

Inferring Lexicographically-Ordered Rewards from Preferences

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

An Application of Deep Reinforcement Learning to Algorithmic Trading

Provably Sample-Efficient RL with Side Information about Latent Dynamics

Nuclear Norm Maximization Based Curiosity-Driven Learning

DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning

Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization

Tell me why! Explanations support learning relational and causal structure

Let's Talk! Striking Up Conversations via Conversational Visual Question Generation

Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes

An Empirical Investigation of Representation Learning for Imitation

Developing a Production System for Purpose of Call Detection in Business Phone Conversations

Social learning via actions in bandit environments

Aligning to Social Norms and Values in Interactive Narratives

Using Deep Reinforcement Learning to solve Optimal Power Flow problem with generator failures

Data-driven emotional body language generation for social robotics