Chin-Wing Leung

According to our database, Chin-Wing Leung authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

To Promote Full Cooperation in Social Dilemmas, Agents Need to Unlearn Loyalty.

Chin-wing Leung, Tom Lenaerts, Paolo Turrini

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Learning Partner Selection Rules that Sustain Cooperation in Social Dilemmas with the Option of Opting Out.

Chin-wing Leung, Paolo Turrini

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

The Stochastic Evolutionary Dynamics of Softmax Policy Gradient in Games.

Chin-wing Leung, Shuyue Hu, Ho-fung Leung

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2022

Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information.

Chin-wing Leung, Shuyue Hu, Ho-fung Leung

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.

Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Gist Trace-based Learning: Efficient Convention Emergence from Multilateral Interactions.

Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Jiamou Liu

ACM Trans. Auton. Adapt. Syst., 2021

Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions.

Chin-Wing Leung, Shuyue Hu, Ho-fung Leung

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

The Evolutionary Dynamics of Independent Learning Agents in Population Games.

Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh

CoRR, 2020

Self-Play or Group Practice: Learning to Play Alternating Markov Game in Multi-Agent System.

Chin-Wing Leung, Shuyue Hu, Ho-fung Leung

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Modeling Convention Emergence by Observation with Memorization.

Chin-wing Leung, Shuyue Hu, Ho-fung Leung

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.

Shuyue Hu, Chin-wing Leung, Ho-fung Leung

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.

Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Jiamou Liu

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019