Alternatives and similar repositories for awesome-in-context-rl

Users that are interested in awesome-in-context-rl are comparing it to the libraries listed below

• abdulhaim / LMRL-Gym
  ☆108Updated last year
• McGill-NLP / VinePPO
  Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"
  ☆184Updated 6 months ago
• flowersteam / Grounding_LLMs_with_online_RL
  We perform functional grounding of LLMs' knowledge in BabyAI-Text
  ☆276Updated last month
• YifeiZhou02 / ArCHer
  Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"
  ☆199Updated 7 months ago
• floodsung / LLM-with-RL-papers
  A collection of LLM with RL papers
  ☆279Updated last year
• WindyLab / LLM-RL-Papers
  Monitoring recent cross-research on LLM & RL on arXiv for control. If there are good papers, PRs are welcome.
  ☆528Updated 3 weeks ago
• balrog-ai / BALROG
  Benchmarking Agentic LLM and VLM Reasoning On Games
  ☆214Updated last week
• flowersteam / lamorel
  Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).
  ☆243Updated last month
• google-deepmind / disco_rl
  Accompanying code for "Discovering State-of-the-art Reinforcement Algorithms" Nature publication
  ☆410Updated last week
• snu-mllab / DPPO
  Official implementation of "Direct Preference-based Policy Optimization without Reward Modeling" (NeurIPS 2023)
  ☆42Updated last year
• 123penny123 / Awesome-LLM-RL
  A comprehensive list of PAPERS, CODEBASES, and, DATASETS on Decision Making using Foundation Models including LLMs and VLMs.
  ☆383Updated last year
• axon-rl / gem
  A Gym for Agentic LLMs
  ☆395Updated last month
• jhejna / cpl
  Code for Contrastive Preference Learning (CPL)
  ☆177Updated last year
• dunnolab / xland-minigrid-datasets
  XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025
  ☆81Updated 10 months ago
• jon--lee / decision-pretrained-transformer
  Implemention of the Decision-Pretrained Transformer (DPT) from the paper Supervised Pretraining Can Learn In-Context Reinforcement Learni…
  ☆80Updated last year
• rainx0r / metaworld-algorithms
  Implementations of Multi-Task and Meta-Learning baselines for the Metaworld benchmark
  ☆28Updated 3 months ago
• DigiRL-agent / digiq
  ☆118Updated 8 months ago
• nicoladainese96 / code-world-models
  Code release for "Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search" published at NeurIPS '24.
  ☆17Updated 9 months ago
• bigai-ai / civrealm
  CivRealm is an interactive environment for the open-source strategy game Freeciv-web based on Freeciv, a Civilization-inspired game.
  ☆134Updated last year
• yuqingd / ellm
  ☆88Updated 2 years ago
• spiral-rl / spiral
  SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
  ☆166Updated 2 months ago
• Timothyxxx / WorldModelPapers
  Paper collections of the continuous effort start from World Models.
  ☆190Updated last year
• alexrame / rewardedsoups
  Rewarded soups official implementation
  ☆62Updated 2 years ago
• liziniu / ReMax
  Code for Paper (ReMax: A Simple, Efficient and Effective Reinforcement Learning Method for Aligning Large Language Models)
  ☆199Updated last year
• jwhj / OREO
  ☆117Updated 10 months ago
• lilucse / SparseNetwork4DRL
  [ICML 2025 oral] Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning
  ☆39Updated 6 months ago
• 1989Ryan / llm-mcts
  [NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling bett…
  ☆292Updated last year
• WeihaoTan / TWOSOME
  Implementation of TWOSOME
  ☆82Updated 11 months ago
• facebookresearch / MRQ
  MR.Q is a general-purpose model-free reinforcement learning algorithm.
  ☆128Updated 5 months ago
• mengdi-li / awesome-RLAIF
  A continually updated list of literature on Reinforcement Learning from AI Feedback (RLAIF)
  ☆192Updated 4 months ago