Summary of Offline Reinforcement Learning For Llm Multi-step Reasoning, by Huaijie Wang et al.
Offline Reinforcement Learning for LLM Multi-Step Reasoningby Huaijie Wang, Shibo Hao, Hanze Dong, Shenao Zhang,…
Summary of What Are Step-level Reward Models Rewarding? Counterintuitive Findings From Mcts-boosted Mathematical Reasoning, by Yiran Ma et al.
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoningby Yiran Ma, Zui…
Summary of Air: Unifying Individual and Collective Exploration in Cooperative Multi-agent Reinforcement Learning, by Guangchong Zhou et al.
AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learningby Guangchong Zhou, Zeren Zhang,…
Summary of Novelty-guided Data Reuse For Efficient and Diversified Multi-agent Reinforcement Learning, by Yangkun Chen et al.
Novelty-Guided Data Reuse for Efficient and Diversified Multi-Agent Reinforcement Learningby Yangkun Chen, Kai Yang, Jian…
Summary of Generalized Back-stepping Experience Replay in Sparse-reward Environments, by Guwen Lyu et al.
Generalized Back-Stepping Experience Replay in Sparse-Reward Environmentsby Guwen Lyu, Masahiro SatoFirst submitted to arxiv on:…
Summary of Sorrel: Suboptimal-demonstration-guided Reinforcement Learning For Learning to Branch, by Shengyu Feng et al.
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branchby Shengyu Feng, Yiming YangFirst submitted to arxiv…
Summary of Fedrlhf: a Convergence-guaranteed Federated Framework For Privacy-preserving and Personalized Rlhf, by Flint Xiaofeng Fan et al.
FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHFby Flint Xiaofeng Fan, Cheston Tan,…
Summary of Pca-featured Transformer For Jamming Detection in 5g Uav Networks, by Joseanne Viana et al.
PCA-Featured Transformer for Jamming Detection in 5G UAV Networksby Joseanne Viana, Hamed Farkhari, Pedro Sebastiao,…
Summary of Investigating Relational State Abstraction in Collaborative Marl, by Sharlin Utke et al.
Investigating Relational State Abstraction in Collaborative MARLby Sharlin Utke, Jeremie Houssineau, Giovanni MontanaFirst submitted to…
Summary of Adacred: Adaptive Causal Decision Transformers with Feature Crediting, by Hemant Kumawat and Saibal Mukhopadhyay
AdaCred: Adaptive Causal Decision Transformers with Feature Creditingby Hemant Kumawat, Saibal MukhopadhyayFirst submitted to arxiv…