Poster "reward shaping" Papers

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Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards

Charles Arnal, Gaëtan Narozniak, Vivien Cabannes et al.

NEURIPS 2025arXiv:2506.20520
17
citations

BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping

Aly Lidayan, Michael Dennis, Stuart Russell

ICLR 2025arXiv:2409.05358
4
citations

GenFlowRL: Shaping Rewards with Generative Object-Centric Flow in Visual Reinforcement Learning

Kelin Yu, Sheng Zhang, Harshit Soora et al.

ICCV 2025arXiv:2508.11049
4
citations

GoalLadder: Incremental Goal Discovery with Vision-Language Models

Alexey Zakharov, Shimon Whiteson

NEURIPS 2025arXiv:2506.16396
1
citations

HYPRL: Reinforcement Learning of Control Policies for Hyperproperties

Tzu-Han Hsu, Arshia Rafieioskouei, Borzoo Bonakdarpour

NEURIPS 2025arXiv:2504.04675
2
citations

LOPT: Learning Optimal Pigovian Tax in Sequential Social Dilemmas

Yun Hua, Shang Gao, Wenhao Li et al.

NEURIPS 2025

Preference Distillation via Value based Reinforcement Learning

Minchan Kwon, Junwon Ko, Kangil kim et al.

NEURIPS 2025arXiv:2509.16965

Progress Reward Model for Reinforcement Learning via Large Language Models

Xiuhui Zhang, Ning Gao, Xingyu Jiang et al.

NEURIPS 2025

EvIL: Evolution Strategies for Generalisable Imitation Learning

Silvia Sapora, Gokul Swamy, Christopher Lu et al.

ICML 2024arXiv:2406.11905
8
citations

Reward Shaping for Reinforcement Learning with An Assistant Reward Agent

Haozhe Ma, Kuankuan Sima, Thanh Vinh Vo et al.

ICML 2024