Deep Coherent Exploration for Continuous Control
Yijie Zhang, Herke van Hoof
International Conference on Machine Learning (ICML), 2021
[Paper][Supplementary][Video][Slides]
Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games
Roxana Rădulescu, Timothy Verstraeten, Yijie Zhang, Patrick Mannion, Diederik M. Roijers, Ann Nowé
Neural Computing and Applications, 2021
[Paper]
On the Inconsistency of Bayesian Inference for Misspecified Neural Networks
Yijie Zhang, Eric Nalisnick
Symposium on Advances in Approximate Bayesian Inference (AABI), 2021
A utility-based analysis of equilibria in multi-objective normal form games
Roxana Rădulescu, Patrick Mannion, Yijie Zhang, Diederik M. Roijers, Ann Nowé
The Knowledge Engineering Review, 2020
[Paper]
Opponent Modelling using Policy Reconstruction for Multi-Objective Normal Form Games
Yijie Zhang, Roxana Rădulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé
Adaptive and Learning Agents Workshop (ALA), International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2020
Opponent modelling for reinforcement learning in multi-objective normal form games
Yijie Zhang, Roxana Rădulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé
International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2020
[Paper]