The roadmap of long-horizon agents
Curated papers, taxonomy, benchmarks, and decision guides for credit assignment in reasoning and agentic LLM reinforcement learning.
A curated list of reinforcement learning (RL) for agents.
Awesome List for Agentic RL
A curated list of RL resources
TPAMI 2026 | This repository collects awesome survey, resource, and paper for lifelong learning LLM agents
LLM agents: curated papers on planning, memory, tool use, multi-agent systems, evaluation, and safety.
A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"
A Survey of Reinforcement Learning for Large Reasoning Models
