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RICE: Breaking Through the Training Bottlenecks of Reinforcement
  Learning with Explanation
v1v2v3 (latest)

RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation

International Conference on Machine Learning (ICML), 2024
5 May 2024
Zelei Cheng
Xian Wu
Jiahao Yu
Sabrina Yang
Gang Wang
Xinyu Xing
    OffRL
ArXiv (abs)PDFHTML

Papers citing "RICE: Breaking Through the Training Bottlenecks of Reinforcement Learning with Explanation"

6 / 6 papers shown
GPO: Learning from Critical Steps to Improve LLM Reasoning
GPO: Learning from Critical Steps to Improve LLM Reasoning
Jiahao Yu
Zelei Cheng
Xian Wu
Xinyu Xing
LRM
184
2
0
19 Sep 2025
Adaptive Network Security Policies via Belief Aggregation and Rollout
Adaptive Network Security Policies via Belief Aggregation and Rollout
Kim Hammar
Yuchao Li
Tansu Alpcan
Emil C. Lupu
Dimitri P. Bertsekas
250
4
0
21 Jul 2025
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
Yuzheng Hu
Fan Wu
Haotian Ye
David A. Forsyth
James Y. Zou
Nan Jiang
Jiaqi W. Ma
Han Zhao
OffRL
280
2
0
25 May 2025
PaperBench: Evaluating AI's Ability to Replicate AI Research
PaperBench: Evaluating AI's Ability to Replicate AI Research
Giulio Starace
Oliver Jaffe
Dane Sherburn
James Aung
Jun Shern Chan
...
Benjamin Kinsella
Wyatt Thompson
Johannes Heidecke
Amelia Glaese
Tejal Patwardhan
ALMELM
1.5K
84
0
02 Apr 2025
Behaviour Discovery and Attribution for Explainable Reinforcement Learning
Behaviour Discovery and Attribution for Explainable Reinforcement Learning
Rishav Rishav
Somjit Nath
Vincent Michalski
Samira Ebrahimi Kahou
FAttOffRL
502
1
0
19 Mar 2025
Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree
  Search
Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search
K. Hammar
Neil Dhir
Rolf Stadler
278
14
0
12 Jul 2024
1