ReAct: Synergizing Reasoning and Acting in Language Models
Paper • 2210.03629 • Published • 38
Papers
Text/tool agent resources. Notes flag eval-only data, licenses and partial releases. Source audit 2026-10-08; runtime untested.
-
-
Toolformer: Language Models Can Teach Themselves to Use Tools
Paper • 2302.04761 • Published • 12 -
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets
Paper • 2406.18518 • Published • 26 -
ToolACE: Winning the Points of LLM Function Calling
Paper • 2409.00920 • Published • 2 -
EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL
Paper • 2605.18703 • Published • 49 -
ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas
Paper • 2601.21558 • Published • 61 -
SWE-smith: Scaling Data for Software Engineering Agents
Paper • 2504.21798 • Published • 16 -
SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale
Paper • 2602.23866 • Published • 92 -
R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents
Paper • 2504.07164 • Published • 2 -
On Data Engineering for Scaling LLM Terminal Capabilities
Paper • 2602.21193 • Published • 104 -
SETA: Scaling Environments for Terminal Agents
Paper • 2607.10891 • Published -
Endless Terminals: Scaling RL Environments for Terminal Agents
Paper • 2601.16443 • Published • 21 -
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
Paper • 2509.08755 • Published • 56 -
RAGEN-2: Reasoning Collapse in Agentic RL
Paper • 2604.06268 • Published • 68 -
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Paper • 2402.03300 • Published • 151 -
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
Paper • 2503.14476 • Published • 148 -
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Paper • 2511.19399 • Published • 64 -
D3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery
Paper • 2604.27977 • Published -
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations
Paper • 2603.01966 • Published -
Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
Paper • 2512.20848 • Published • 45 -
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
Paper • 2604.12374 • Published • 39 -
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
Paper • 2606.15007 • Published • 19