2 papers
cs.LG2026
SpecRoll: Fast-Slow Verifier-Feedback Adaptation for Speculative Reinforcement Learning Rollouts
Nhat Minh Pham, Duy Tung Doan, Thi Duyen Ngo +2
Reinforcement learning (RL) post-training improves the reasoning capabilities of large language models, but autoregressive rollout generation remains a major efficiency bottleneck.…
cs.SE2026
CollabCoder: Plan-Code Co-Evolution via Collaborative Decision-Making for Efficient Code Generation
Duy Tung Doan, Quang Huy Phung, Dzung Nguyen +1
Automated code generation remains a persistent challenge in software engineering, as conventional multi-agent frameworks are often constrained by static planning, isolated executio…