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Bootstrapping Task Spaces for Self-Improvement
Minqi Jiang, Andrei Lupu, Yoram Bachrach
Action editor: Gunhee Kim
https://openreview.net/forum?id=k2VsgUxC6X
#reinforcement #iterations #iteration
The Turing Award at 58: How Computer Science’s Nobel Prize Shaped—and Was Shaped By—an Entire Industry The ACM A.M. Turing Award, computer science's most prestigious honor, has traced the...
#ITProNews #ACM #Alan #Turing #Artificial #Intelligence #computer […]
[Original post on webpronews.com]
Natural Policy Gradient for Average Reward Non-Stationary Reinforcement Learning
Neharika Jali, Eshika Pathak, Pranay Sharma, Guannan Qu, Gauri Joshi
Action editor: Alberto Maria Metelli
https://openreview.net/forum?id=hBJYNAYtoo
#bandit #reinforcement #exploration
From Words To Rewards: Leveraging Natural Language For Reinforcement Learning
Belen Martin Urcelay, Andreas Krause, Giorgia Ramponi
Action editor: Vimal Thilak
https://openreview.net/forum?id=Gbx0pLANdf
#reward #rewards #reinforcement
Towards Fast Safe Online Reinforcement Learning via Policy Finetuning
Keru Chen, Honghao Wei, Zhigang Deng, Sen Lin
Action editor: Dmitry Kangin
https://openreview.net/forum?id=1SO7vmLFUq
#reinforcement #offline #rl
Mitigating Steady-State Bias in Off-Policy TD Learning via Distributional Correction
Emani Naga Sai Venkata Sowmya, Amit Kesari, Ajin George Joseph
Action editor: Bo Dai
https://openreview.net/forum?id=QLZAHgiowr
#reinforcement #policies #policy
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
Guibin Zhang, Hejia Geng, Xiaohang Yu et al.
Action editor: Blake Richards
https://openreview.net/forum?id=RY19y2RI1O
#reinforcement #planning #agents
RLHF in an SFT Way: From Optimal Solution to Reward-Weighted Alignment
Yuhao Du, Zhuo Li, Pengyu Cheng, Zhihong Chen, Yuejiao XIE, Xiang Wan, Anningzhe Gao
Action editor: Jiang Bian
https://openreview.net/forum?id=jewB0UhFuj
#supervised #reinforcement #reward
New #J2C Certification:
Continual Robot Learning via Language-Guided Skill Acquisition
Shuo Cheng, Zhaoyi Li, Kelin Yu, Danfei Xu
https://openreview.net/forum?id=oYRNxxGN9u
#reinforcement #skills #skill
Calibration Enhanced Decision Maker: Towards Trustworthy Sequential Decision-Making with Large Se...
Haoyuan Sun, Bo Xia, Yifu Luo, Tiantian Zhang, Xueqian Wang
Action editor: Shaofeng Zou
https://openreview.net/forum?id=b6WcxPEb48
#reinforcement #agent #models
Consistency Trajectory Planning: High-Quality and Efficient Trajectory Optimization for Offline M...
Guanquan Wang, Takuya Hiraoka, Yoshimasa Tsuruoka
Action editor: Matteo Papini
https://openreview.net/forum?id=RVGkT9ISVf
#planning #reinforcement #trajectory
