Programmatic Reward Design by Example

14 December 2021

Papers citing "Programmatic Reward Design by Example"

7 / 7 papers shown

Title
Temporal Logic Specification-Conditioned Decision Transformer for Offline Safe Reinforcement Learning Zijian Guo Weichao Zhou Wenchao Li OffRL 94 2 0 28 Jan 2025
Rethinking Inverse Reinforcement Learning: from Data Alignment to Task Alignment Weichao Zhou Wenchao Li 31 0 0 31 Oct 2024
Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies Jiajie Yu Yuhong Wang Wei Ma OffRL 34 1 0 14 Oct 2024
Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications Jun Wang Hosein Hasanbeig Kaiyuan Tan Zihe Sun Y. Kantaros 25 3 0 28 Nov 2023
PAGAR: Taming Reward Misalignment in Inverse Reinforcement Learning-Based Imitation Learning with Protagonist Antagonist Guided Adversarial Reward Weichao Zhou Wenchao Li 26 0 0 02 Jun 2023
Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey Chao Yu Xuejing Zheng H. Zhuo OffRL LRM 53 7 0 24 Apr 2023
A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines Weichao Zhou Wenchao Li BDL 17 11 0 20 Apr 2022