AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained
Optimization

AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization

28 May 2024

Junbo Tan

Papers citing "AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization"

6 / 6 papers shown

Title
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning Linjiajie Fang Ruoxue Liu Jing Zhang Wenjia Wang Bing-Yi Jing OffRL 41 1 0 31 May 2024
Offline Goal-Conditioned Reinforcement Learning for Safety-Critical Tasks with Recovery Policy Chenyang Cao Zichen Yan Renhao Lu Junbo Tan Xueqian Wang OffRL 34 2 0 04 Mar 2024
Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling Huayu Chen Cheng Lu Chengyang Ying Hang Su Jun Zhu DiffM OffRL 85 103 0 29 Sep 2022
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 202 622 0 20 May 2022
Offline Reinforcement Learning with Implicit Q-Learning Ilya Kostrikov Ashvin Nair Sergey Levine OffRL 206 832 0 12 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 321 1,944 0 04 May 2020