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Offline RL Without Off-Policy Evaluation

Offline RL Without Off-Policy Evaluation

16 June 2021
David Brandfonbrener
William F. Whitney
Rajesh Ranganath
Joan Bruna
    OffRL
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Papers citing "Offline RL Without Off-Policy Evaluation"

27 / 27 papers shown
Title
DPR: Diffusion Preference-based Reward for Offline Reinforcement Learning
DPR: Diffusion Preference-based Reward for Offline Reinforcement Learning
Teng Pang
Bingzheng Wang
Guoqiang Wu
Yilong Yin
OffRL
68
0
0
03 Mar 2025
ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning
ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning
Kun Wu
Yinuo Zhao
Z. Xu
Zhengping Che
Chengxiang Yin
C. Liu
Qinru Qiu
Feiferi Feng
OffRL
95
1
0
22 Dec 2024
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model
Jing Zhang
Linjiajie Fang
Kexin Shi
Wenjia Wang
Bing-Yi Jing
OffRL
31
0
0
27 Oct 2024
Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance
Steering Your Generalists: Improving Robotic Foundation Models via Value Guidance
Mitsuhiko Nakamoto
Oier Mees
Aviral Kumar
Sergey Levine
OffRL
71
11
0
17 Oct 2024
CDSA: Conservative Denoising Score-based Algorithm for Offline
  Reinforcement Learning
CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning
Zeyuan Liu
Kai Yang
Xiu Li
OffRL
42
0
0
11 Jun 2024
UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function
  in Offline Reinforcement Learning
UDQL: Bridging The Gap between MSE Loss and The Optimal Value Function in Offline Reinforcement Learning
Yu Zhang
Rui Yu
Zhipeng Yao
Wenyuan Zhang
Jun Wang
Liming Zhang
OffRL
35
0
0
05 Jun 2024
Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning
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
46
1
0
31 May 2024
State-Constrained Offline Reinforcement Learning
State-Constrained Offline Reinforcement Learning
Charles A. Hepburn
Yue Jin
Giovanni Montana
OffRL
29
0
0
23 May 2024
Exclusively Penalized Q-learning for Offline Reinforcement Learning
Exclusively Penalized Q-learning for Offline Reinforcement Learning
Junghyuk Yeom
Yonghyeon Jo
Jungmo Kim
Sanghyeon Lee
Seungyul Han
OffRL
40
2
0
23 May 2024
Towards Robust Policy: Enhancing Offline Reinforcement Learning with
  Adversarial Attacks and Defenses
Towards Robust Policy: Enhancing Offline Reinforcement Learning with Adversarial Attacks and Defenses
Thanh Nguyen
T. Luu
Tri Ton
Chang D. Yoo
OffRL
AAML
32
0
0
18 May 2024
Benchmarking Offline Reinforcement Learning on Real-Robot Hardware
Benchmarking Offline Reinforcement Learning on Real-Robot Hardware
Nico Gürtler
Sebastian Blaes
Pavel Kolev
Felix Widmaier
Manuel Wüthrich
Stefan Bauer
Bernhard Schölkopf
Georg Martius
OffRL
18
28
0
28 Jul 2023
Diffusion Policies for Out-of-Distribution Generalization in Offline
  Reinforcement Learning
Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning
S. E. Ada
Erhan Öztop
Emre Ugur
OffRL
33
15
0
10 Jul 2023
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value
  Regularization
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization
Haoran Xu
Li Jiang
Jianxiong Li
Zhuoran Yang
Zhaoran Wang
Victor Chan
Xianyuan Zhan
OffRL
28
71
0
28 Mar 2023
Deep RL with Hierarchical Action Exploration for Dialogue Generation
Deep RL with Hierarchical Action Exploration for Dialogue Generation
Itsugun Cho
Ryota Takahashi
Yusaku Yanase
Hiroaki Saito
17
2
0
22 Mar 2023
Swapped goal-conditioned offline reinforcement learning
Swapped goal-conditioned offline reinforcement learning
Wenyan Yang
Huiling Wang
Dingding Cai
J. Pajarinen
Joni-Kristen Kämäräinen
OffRL
OnRL
8
1
0
17 Feb 2023
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
A Policy-Guided Imitation Approach for Offline Reinforcement Learning
Haoran Xu
Li Jiang
Jianxiong Li
Xianyuan Zhan
OffRL
16
61
0
15 Oct 2022
Stabilizing Off-Policy Deep Reinforcement Learning from Pixels
Stabilizing Off-Policy Deep Reinforcement Learning from Pixels
Edoardo Cetin
Philip J. Ball
Steve Roberts
Oya Celiktutan
25
35
0
03 Jul 2022
On the Role of Discount Factor in Offline Reinforcement Learning
On the Role of Discount Factor in Offline Reinforcement Learning
Haotian Hu
Yiqin Yang
Qianchuan Zhao
Chongjie Zhang
OffRL
14
18
0
07 Jun 2022
Incorporating Explicit Uncertainty Estimates into Deep Offline
  Reinforcement Learning
Incorporating Explicit Uncertainty Estimates into Deep Offline Reinforcement Learning
David Brandfonbrener
Rémi Tachet des Combes
Romain Laroche
OffRL
21
5
0
02 Jun 2022
User-Interactive Offline Reinforcement Learning
User-Interactive Offline Reinforcement Learning
Phillip Swazinna
Steffen Udluft
Thomas Runkler
OffRL
21
11
0
21 May 2022
Supported Policy Optimization for Offline Reinforcement Learning
Supported Policy Optimization for Offline Reinforcement Learning
Jialong Wu
Haixu Wu
Zihan Qiu
Jianmin Wang
Mingsheng Long
OffRL
17
64
0
13 Feb 2022
Chaining Value Functions for Off-Policy Learning
Chaining Value Functions for Off-Policy Learning
Simon Schmitt
John Shawe-Taylor
Hado van Hasselt
OffRL
16
2
0
17 Jan 2022
Quantile Filtered Imitation Learning
Quantile Filtered Imitation Learning
David Brandfonbrener
William F. Whitney
Rajesh Ranganath
Joan Bruna
15
6
0
02 Dec 2021
Offline Reinforcement Learning with Soft Behavior Regularization
Offline Reinforcement Learning with Soft Behavior Regularization
Haoran Xu
Xianyuan Zhan
Jianxiong Li
Honglei Yin
OffRL
11
31
0
14 Oct 2021
Offline RL With Resource Constrained Online Deployment
Offline RL With Resource Constrained Online Deployment
Jayanth Reddy Regatti
A. Deshmukh
Frank Cheng
Young Hun Jung
Abhishek Gupta
Ürün Dogan
OffRL
4
2
0
07 Oct 2021
You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL
You Only Evaluate Once: a Simple Baseline Algorithm for Offline RL
Wonjoon Goo
S. Niekum
OffRL
30
8
0
05 Oct 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on
  Open Problems
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Sergey Levine
Aviral Kumar
George Tucker
Justin Fu
OffRL
GP
329
1,944
0
04 May 2020
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