Reinforcement Learning Discovers Efficient Decentralized Graph Path Search Strategiesby Alexei Pisacane, Victor-Alexandru Darvariu, Mirco MusolesiFirst…
The Role of Deep Learning Regularizations on Actors in Offline RLby Denis Tarasov, Anja Surina,…
Online Decision MetaMorphFormer: A Casual Transformer-Based Reinforcement Learning Framework of Universal Embodied Intelligenceby Luo Ji,…
A Comprehensive Survey on Inverse Constrained Reinforcement Learning: Definitions, Progress and Challengesby Guiliang Liu, Sheng…
Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferencesby Ziang Liu, Junjie Xu, Xingjiao…
A Framework for Predicting the Impact of Game Balance Changes through Meta Discoveryby Akash Saravanan,…
Enhancing Cross-domain Pre-Trained Decision Transformers with Adaptive Attentionby Wenhao Zhao, Qiushui Xu, Linjie Xu, Lei…
Semi-Supervised Reward Modeling via Iterative Self-Trainingby Yifei He, Haoxiang Wang, Ziyan Jiang, Alexandros Papangelis, Han…
Superior Computer Chess with Model Predictive Control, Reinforcement Learning, and Rolloutby Atharva Gundawar, Yuchao Li,…
Automated Data Augmentation for Few-Shot Time Series Forecasting: A Reinforcement Learning Approach Guided by a…