Imitate the Good and Avoid the Bad: An Incremental Approach to Safe Reinforcement Learning

16 December 2023

Papers citing "Imitate the Good and Avoid the Bad: An Incremental Approach to Safe Reinforcement Learning"

6 / 6 papers shown

Title
UNIQ: Offline Inverse Q-learning for Avoiding Undesirable Demonstrations Huy Hoang Tien Mai Pradeep Varakantham OffRL 32 0 0 10 Oct 2024
Safety through feedback in Constrained RL Shashank Reddy Chirra Pradeep Varakantham P. Paruchuri OffRL 51 1 0 28 Jun 2024
Imitating Cost-Constrained Behaviors in Reinforcement Learning Qian Shao Pradeep Varakantham Shih-Fen Cheng 28 1 0 26 Mar 2024
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learning Huy Hoang Tien Mai Pradeep Varakantham OffRL 47 2 0 20 Feb 2024
Signal Temporal Logic-Guided Apprenticeship Learning Aniruddh Gopinath Puranic Jyotirmoy V. Deshmukh Stefanos Nikolaidis 43 2 0 09 Nov 2023
Constrained Update Projection Approach to Safe Policy Optimization Long Yang Jiaming Ji Juntao Dai Linrui Zhang Binbin Zhou Pengfei Li Yaodong Yang Gang Pan 38 43 0 15 Sep 2022