Chin-Wing Leung

According to our database1, Chin-Wing Leung authored at least 9 papers between 2019 and 2022.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

The Dynamics of Q-learning in Population Games: A Physics-inspired Continuity Equation Model.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021
Gist Trace-based Learning: Efficient Convention Emergence from Multilateral Interactions.
ACM Trans. Auton. Adapt. Syst., 2021

Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020
The Evolutionary Dynamics of Independent Learning Agents in Population Games.
CoRR, 2020

Self-Play or Group Practice: Learning to Play Alternating Markov Game in Multi-Agent System.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Modeling Convention Emergence by Observation with Memorization.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

To be Big Picture Thinker or Detail-Oriented?: Utilizing Perceived Gist Information to Achieve Efficient Convention Emergence with Bilateralism and Multilateralism.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019


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