{"total":25,"rows":[{"id":"2512.18746","title":"MemEvolve: Meta-Evolution of Agent Memory Systems","created":"2025-12-21","cited_by_count":95,"area":"agents"},{"id":"2509.13310","title":"Scaling Agents via Continual Pre-training","created":"2025-09-16","cited_by_count":40,"area":"agents"},{"id":"2510.14545","title":"Agentic Entropy-Balanced Policy Optimization","created":"2025-10-16","cited_by_count":40,"area":"agents"},{"id":"2603.20278","title":"OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis","created":"2026-03-17","cited_by_count":37,"area":"agents"},{"id":"2602.03786","title":"AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration","created":"2026-02-03","cited_by_count":35,"area":"agents"},{"id":"2510.20168","title":"DeepWideSearch: Benchmarking Depth and Width in Agentic Information Seeking","created":"2025-10-23","cited_by_count":21,"area":"agents"},{"id":"2601.02695","title":"EvoRoute: Experience-Driven Self-Routing LLM Agent Systems","created":"2026-01-06","cited_by_count":16,"area":"agents"},{"id":"2601.04888","title":"SmartSearch: Process Reward-Guided Query Refinement for Search Agents","created":"2026-01-08","cited_by_count":14,"area":"agents"},{"id":"2602.03412","title":"Verified Critical Step Optimization for LLM Agents","created":"2026-02-03","cited_by_count":14,"area":"agents"},{"id":"2601.18467","title":"OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents","created":"2026-01-26","cited_by_count":12,"area":"agents"},{"id":"2606.12191","title":"Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application","created":"2026-06-10","cited_by_count":8,"area":"agents"},{"id":"2509.25297","title":"Automatically Generating Web Applications from Requirements Via Multi-Agent Test-Driven Development","created":"2025-09-29","cited_by_count":7,"area":"agents"},{"id":"2510.07861","title":"Understanding DeepResearch via Reports","created":"2025-10-09","cited_by_count":7,"area":"agents"},{"id":"2510.00415","title":"Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm","created":"2025-10-01","cited_by_count":5,"area":"agents"},{"id":"2510.07091","title":"The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas","created":"2025-10-08","cited_by_count":5,"area":"agents"},{"id":"2510.19631","title":"HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application","created":"2025-10-22","cited_by_count":5,"area":"agents"},{"id":"2602.01331","title":"A-MapReduce: Executing Wide Search via Agentic MapReduce","created":"2026-02-01","cited_by_count":5,"area":"agents"},{"id":"2510.05145","title":"Efficient Tree-Structured Deep Research with Adaptive Resource Allocation","created":"2025-10-02","cited_by_count":4,"area":"agents"},{"id":"2601.11037","title":"BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search","created":"2026-01-16","cited_by_count":3,"area":"agents"},{"id":"2604.18131","title":"Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration","created":"2026-04-20","cited_by_count":3,"area":"agents"},{"id":"2603.03202","title":"Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?","created":"2026-03-03","cited_by_count":2,"area":"agents"},{"id":"2604.09251","title":"DRBENCHER: Can Your Agent Identify the Entity, Retrieve Its Properties and Do the Math?","created":"2026-04-10","cited_by_count":1,"area":"agents"},{"id":"2608.10743","title":"Mitigating Context Interference for Reliable and Efficient Search Agents","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2508.17068","title":"Anemoi: A Semi-Centralized Multi-agent System Based on Agent-to-Agent Communication MCP server from Coral Protocol","created":"2025-08-23","cited_by_count":0,"area":"agents"},{"id":"2606.20873","title":"SciLens: Multi-modal Scientific Claim Verification with Agentic Entailment and Grounding","created":"2026-06-18","cited_by_count":0,"area":"agents"}],"next_cursor":null}