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"
  ☆166Updated last month
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆179Updated 2 months ago
• Ber666 / RAP
  Reasoning with Language Model is Planning with World Model
  ☆169Updated last year
• 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
• jwhj / OREO
  ☆114Updated 5 months ago
• 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
  ☆43Updated last year
• agentification / RAFA_code
  ☆142Updated last year
• allenai / ScienceWorld
  ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.
  ☆274Updated last month
• flowersteam / lamorel
  Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).
  ☆234Updated 8 months ago
• kanishkg / stream-of-search
  Repository for the paper Stream of Search: Learning to Search in Language
  ☆149Updated 5 months ago
• balrog-ai / BALROG
  Benchmarking Agentic LLM and VLM Reasoning On Games
  ☆163Updated 2 months ago
• haotiansun14 / AdaPlanner
  AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback
  ☆109Updated 3 months ago
• GFNOrg / gfn-lm-tuning
  ☆183Updated last year
• amazon-science / PAE
  ☆61Updated 4 months ago
• ucl-dark / llm_debate
  Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"
  ☆112Updated last year
• waterhorse1 / Natural-language-RL
  Natural Language Reinforcement Learning
  ☆90Updated 6 months ago
• princeton-nlp / USACO
  Can Language Models Solve Olympiad Programming?
  ☆119Updated 5 months ago
• architsharma97 / dpo-rlaif
  ☆98Updated last year
• vwxyzjn / summarize_from_feedback_details
  ☆144Updated 7 months ago
• jhejna / cpl
  Code for Contrastive Preference Learning (CPL)
  ☆173Updated 7 months ago
• Edward-Sun / easy-to-hard
  Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
  ☆123Updated 10 months ago
• mnoukhov / async_rlhf
  Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models
  ☆59Updated 2 months ago
• Yu-Fangxu / FoR
  [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples
  ☆100Updated last month
• alexrame / rewardedsoups
  Rewarded soups official implementation
  ☆58Updated last year
• Berkeley-NLP / Agent-Eval-Refine
  Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]
  ☆138Updated 7 months ago
• minaek / reward_design_with_llms
  ☆220Updated 2 years ago
• waterhorse1 / LLM_Tree_Search
  (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and training
  ☆278Updated last year
• cmu-mind / RISE
  ☆31Updated 8 months ago
• Sea-Snell / Implicit-Language-Q-Learning
  Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"
  ☆208Updated last year
• flowersteam / Grounding_LLMs_with_online_RL
  We perform functional grounding of LLMs' knowledge in BabyAI-Text
  ☆266Updated 10 months ago