"rl" Awesome Lists
Awesome-RL-for-LRMs
A Survey of Reinforcement Learning for Large Reasoning Models
awesome-list deepseek-r1 llm lrm open-source reasoning rl
2,494 stars
138 forks
569 projects
Last updated: 17 Oct 2026
Awesome-System2-Reasoning-LLM
Latest Advances on System-2 Reasoning
benchmark macro-action mcts o1 o3 prm r1 reasoning rl self-improve
1,356 stars
79 forks
410 projects
Last updated: 17 Sep 2026
awesome-on-policy-distillation
A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models
awesome awesome-list distillation gkd knowledge-distillation llm llm-distillation llm-training minillm on-policy-distillation
857 stars
37 forks
824 projects
Last updated: 30 Sep 2026
awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
atari deep-learning deep-q-learning learning machine-learning machine-learning-algorithms monte-carlo monte-carlo-tree-search policy-evaluation policy-gradient
715 stars
77 forks
113 projects
Last updated: 31 Aug 2026
Awesome-Long-Chain-of-Thought-Reasoning
Latest Advances on Long Chain-of-Thought Reasoning
agent chain-of-thought deepseek-r1 long long-chain-of-thought o1 o3 openai-o1 r1 reasoning
648 stars
33 forks
313 projects
Last updated: 16 Sep 2026
awesome-deep-reasoning
Collect every awesome work about r1!
collection deepseek grpo o1 qwen r1 reasoning rl
433 stars
17 forks
130 projects
Last updated: 08 Jul 2026
Awesome-Multimodal-Reasoning
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal LLMs
agent chain-of-thought cot image-generation image-reasoning image-understanding large-language-models llm mllm multimodal-learning
101 stars
10 forks
1,194 projects
Last updated: 22 Sep 2026
awesome-rl-for-uavs
Awesome RL applications in UAV control.
68 stars
1 forks
64 projects
Last updated: 23 Sep 2026
awesome-agentic-search
🔍 Awesome Agentic Search is a curated list of papers, tools, and resources on agentic search—where AI agents plan, search, and reason to answer complex questions. Explore the latest research, benchmarks, and industry solutions for next-gen search-enhanced AI! 🤖✨
64 stars
10 forks
37 projects
Last updated: 25 Sep 2026
Awesome-Agent-RL
A curated list of awesome resources about reward construction for AI agents. This repository covers cutting-edge research, and practical guides on defining and collecting rewards to build more intelligent and aligned AI agents.
agent agent-training agentic-ai awesome awesome-list llm reinforcement-learning reward-model rl rlvr
61 stars
2 forks
80 projects
Last updated: 09 Aug 2026
awesome-multi-agent
A curated list of awesome multi-agent learning papers
awesome awesome-list communication imitation-learning inverse-reinforcement-learning multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning
61 stars
7 forks
45 projects
Last updated: 15 Aug 2026
awesome-agent-rl-environments
A curated list of training & evaluation environments for LLM/VLM agents (SWE-Gym, GEM, RAGEN, AgentGym, WebArena, OSWorld, ToolBench…). Updated weekly.
agent agent-rl agentic-ai awesome awesome-list benchmark browser-agent computer-use-agent evaluation grpo
7 stars
1 forks
71 projects
Last updated: 11 Sep 2026