Distributional Reinforcement Learning for Multi-Dimensional Reward
Functions

Distributional Reinforcement Learning for Multi-Dimensional Reward Functions

26 October 2021

Wei Xiong

Papers citing "Distributional Reinforcement Learning for Multi-Dimensional Reward Functions"

8 / 8 papers shown

Title
UC-MOA: Utility-Conditioned Multi-Objective Alignment for Distributional Pareto-Optimality Zelei Cheng Xin-Qiang Cai Yuting Tang Pushi Zhang Boming Yang Masashi Sugiyama Xinyu Xing 49 0 0 10 Mar 2025
Foundations of Multivariate Distributional Reinforcement Learning Harley Wiltzer Jesse Farebrother Arthur Gretton Mark Rowland OffRL 43 2 0 31 Aug 2024
Diffusion-Reinforcement Learning Hierarchical Motion Planning in Multi-agent Adversarial Games Zixuan Wu Sean Ye Manisha Natarajan Matthew C. Gombolay 83 6 0 16 Mar 2024
On the Value of Myopic Behavior in Policy Reuse Kang Xu Chenjia Bai Shuang Qiu Haoran He Bin Zhao Zhen Wang Wei Li Xuelong Li 32 1 0 28 May 2023
Distributional Offline Policy Evaluation with Predictive Error Guarantees Runzhe Wu Masatoshi Uehara Wen Sun OffRL 38 13 0 19 Feb 2023
Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning Conor F. Hayes Mathieu Reymond D. Roijers Enda Howley Patrick Mannion 24 4 0 23 Nov 2022
Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds Hao Liang Zhihui Luo 23 14 0 25 Oct 2022
Sample-based Uncertainty Quantification with a Single Deterministic Neural Network T. Kanazawa Chetan Gupta UQCV 30 4 0 17 Sep 2022