2 papers
cs.LG2026
Beyond Uniform Credit Assignment: Selective Eligibility Traces for RLVR
Chaoli Mou, Zhan Zhuang, Xinning Chen +1
Reinforcement Learning with Verifiable Rewards (RLVR) has become a key approach for improving the reasoning abilities of large language models. However, widely used critic-free alg…
cs.MA2023
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning
Yanwen Ba, Xuan Liu, Xinning Chen +4
While decentralized training is attractive in multi-agent reinforcement learning (MARL) for its excellent scalability and robustness, its inherent coordination challenges in collab…