Siqi Chen

Orcid: 0000-0002-2460-4381

Affiliations:
  • Tianjin University, College of Intelligence and Computing, China
  • Maastricht University, The Netherlands (PhD 2014)


According to our database1, Siqi Chen authored at least 31 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An effective framework for predicting drug-drug interactions based on molecular substructures and knowledge graph neural network.
Comput. Biol. Medicine, February, 2024

2023
Transfer Reinforcement Learning Based Negotiating Agent Framework.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2022
A multi-label learning model for predicting drug-induced pathology in multi-organ based on toxicogenomics data.
PLoS Comput. Biol., September, 2022

2021
Detecting and Learning Against Unknown Opponents for Automated Negotiations.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

A deep reinforcement learning-based agent for negotiation with multiple communication channels.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2019
Attention-based recurrent neural network for influenza epidemic prediction.
BMC Bioinform., 2019

SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes.
Auton. Agents Multi Agent Syst., 2019

ONECG: Online Negotiation Environment for Coalitional Games.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions.
CoRR, 2018

SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes.
CoRR, 2018

A Novel Thresholding Algorithm for Image Deblurring Beyond Nesterov's Rule.
IEEE Access, 2018

Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2016
Solving Negotiation Problems Against Unknown Opponents with Wisdom of Crowds.
Proceedings of the KI 2016: Advances in Artificial Intelligence, 2016

Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
An approach to complex agent-based negotiations via effectively modeling unknown opponents.
Expert Syst. Appl., 2015

Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Largest Source Subset Selection for Instance Transfer.
Proceedings of The 7th Asian Conference on Machine Learning, 2015

2014
OMAC: A Discrete Wavelet Transformation Based Negotiation Agent.
Proceedings of the Novel Insights in Agent-based Complex Automated Negotiation, 2014

An Intelligent Agent for Bilateral Negotiation with Unknown Opponents in Continuous-Time Domains.
ACM Trans. Auton. Adapt. Syst., 2014

Transfer for Automated Negotiation.
Künstliche Intell., 2014

Automated Transfer for Reinforcement Learning Tasks.
Künstliche Intell., 2014

Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games.
Proceedings of the Multiagent System Technologies - 12th German Conference, 2014

Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory.
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

Spatial evolutionary game-theoretic perspective on agent-based complex negotiations.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Using Transfer Learning to Model Unknown Opponents in Automated Negotiations.
Proceedings of the Recent Advances in Agent-based Complex Automated Negotiation [revised and extended papers from the 7th International Workshop on Agent-based Complex Automated Negotiation, 2014

2013
An efficient automated negotiation strategy for complex environments.
Eng. Appl. Artif. Intell., 2013

Conditional Restricted Boltzmann Machines for Negotiations in Highly Competitive and Complex Domains.
Proceedings of the IJCAI 2013, 2013

Optimizing complex automated negotiation using sparse pseudo-input gaussian processes.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
A Novel Strategy for Efficient Negotiation in Complex Environments.
Proceedings of the Multiagent System Technologies - 10th German Conference, 2012

An Efficient and Adaptive Approach to Negotiation in Complex Environments.
Proceedings of the ECAI 2012, 2012


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