{"total":18,"rows":[{"id":"2506.06632","title":"Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning","created":"2025-06-07","cited_by_count":92,"area":"lr"},{"id":"2504.09710","title":"DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training","created":"2025-04-13","cited_by_count":46,"area":"lr"},{"id":"2502.12272","title":"Learning to Reason at the Frontier of Learnability","created":"2025-02-17","cited_by_count":23,"area":"lr"},{"id":"2601.18778","title":"Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability","created":"2026-01-26","cited_by_count":13,"area":"lr"},{"id":"2601.15158","title":"Outcome-Based RL Provably Leads Transformers to Reason, but Only With the Right Data","created":"2026-01-21","cited_by_count":6,"area":"lr"},{"id":"2511.08653","title":"Accelerating Training Speed of Tiny Recursive Models with Curriculum Guided Adaptive Recursion","created":"2025-11-11","cited_by_count":5,"area":"lr"},{"id":"2606.17682","title":"From Trainee to Trainer: LLM-Designed Training Environment for RL with Multi-Agent Reasoning","created":"2026-06-16","cited_by_count":5,"area":"lr"},{"id":"2511.07372","title":"Provable Benefit of Curriculum in Transformer Tree-Reasoning Post-Training","created":"2025-11-10","cited_by_count":4,"area":"lr"},{"id":"2511.19168","title":"RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning","created":"2025-11-24","cited_by_count":4,"area":"lr"},{"id":"2603.05256","title":"Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum","created":"2026-03-05","cited_by_count":2,"area":"lr"},{"id":"2605.05802","title":"Selective Rollout: Mid-Trajectory Termination for Multi-Sample Agent RL","created":"2026-05-07","cited_by_count":2,"area":"lr"},{"id":"2609.09075","title":"ThinkPrior: Zero-Rollout Difficulty Priors for Cold-Start Prompt Selection in RLVR","created":"2026-09-08","cited_by_count":2,"area":"lr"},{"id":"2507.09854","title":"Model-Grounded Symbolic Artificial Intelligence Systems Learning and Reasoning with Model-Grounded Symbolic Artificial Intelligence Systems","created":"2025-07-14","cited_by_count":0,"area":"lr"},{"id":"2509.22688","title":"Robust Object Detection for Autonomous Driving via Curriculum-Guided Group Relative Policy Optimization","created":"2025-09-19","cited_by_count":0,"area":"lr"},{"id":"2608.30528","title":"PAC: Progress-Augmented Advantage Curriculum for Multi-Task Reinforcement Learning of LLMs","created":"2026-08-31","cited_by_count":0,"area":"lr"},{"id":"2609.19717","title":"Learn Your Own Thoughts: Abstract Token Curriculum","created":"2026-09-17","cited_by_count":0,"area":"lr"},{"id":"2609.33655","title":"Towards Eliminating Catastrophic Forgetting in the Curriculum Learning of Math Reasoning Tasks","created":"2026-09-27","cited_by_count":0,"area":"lr"},{"id":"2610.13184","title":"AdaC-GRPO: Towards Mastering Long-Horizon Visual Sudoku Puzzles via Adaptive Curriculum Learning","created":"2026-10-09","cited_by_count":0,"area":"lr"}],"next_cursor":null}