Alternatives and similar repositories for LMRL-Gym

Users that are interested in LMRL-Gym are comparing it to the libraries listed below

• McGill-NLP / VinePPO
  Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"
  ☆167Updated 3 months ago
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆188Updated 4 months ago
• microsoft / SmartPlay
  SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. …
  ☆140Updated last year
• facebookresearch / rlfh-gen-div
  This is code for most of the experiments in the paper Understanding the Effects of RLHF on LLM Generalisation and Diversity
  ☆45Updated last year
• Ber666 / RAP
  Reasoning with Language Model is Planning with World Model
  ☆169Updated 2 years ago
• WentseChen / Verlog
  Verlog: A Multi-turn RL framework for LLM agents
  ☆33Updated last week
• allenai / ScienceWorld
  ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.
  ☆285Updated last month
• balrog-ai / BALROG
  Benchmarking Agentic LLM and VLM Reasoning On Games
  ☆185Updated this week
• ucl-dark / llm_debate
  Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"
  ☆114Updated last year
• jhejna / cpl
  Code for Contrastive Preference Learning (CPL)
  ☆175Updated 9 months ago
• flowersteam / lamorel
  Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).
  ☆237Updated last week
• agentification / RAFA_code
  ☆143Updated last year
• haotiansun14 / AdaPlanner
  AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback
  ☆118Updated 4 months ago
• Edward-Sun / easy-to-hard
  Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
  ☆123Updated 11 months ago
• Sea-Snell / Implicit-Language-Q-Learning
  Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"
  ☆209Updated 2 years ago
• amazon-science / PAE
  ☆61Updated 5 months ago
• waterhorse1 / Natural-language-RL
  Natural Language Reinforcement Learning
  ☆95Updated 3 weeks ago
• sanjibanc / agent_prm
  ☆46Updated 6 months ago
• jwhj / OREO
  ☆115Updated 7 months ago
• GFNOrg / gfn-lm-tuning
  ☆184Updated last year
• minaek / reward_design_with_llms
  ☆219Updated 2 years ago
• axon-rl / gem
  A Gym for Generalist LLMs
  ☆93Updated this week
• Berkeley-NLP / Agent-Eval-Refine
  Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]
  ☆141Updated 9 months ago
• princeton-nlp / USACO
  Can Language Models Solve Olympiad Programming?
  ☆119Updated 7 months ago
• karthikv792 / LLMs-Planning
  An extensible benchmark for evaluating large language models on planning
  ☆400Updated 2 months ago
• kanishkg / stream-of-search
  Repository for the paper Stream of Search: Learning to Search in Language
  ☆150Updated 6 months ago
• LeonGuertler / TextArena
  A Collection of Competitive Text-Based Games for Language Model Evaluation and Reinforcement Learning
  ☆245Updated last week
• jinpz / q_sharp
  The official code release for Q#: Provably Optimal Distributional RL for LLM Post-Training
  ☆16Updated 5 months ago
• Yu-Fangxu / FoR
  [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
  ☆104Updated last month
• cmu-mind / RISE
  ☆32Updated 9 months ago