microsoft / SmartPlayLinks
SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. SmartPlay is designed to be easy to use, and to support future development of LLMs.
☆137Updated last year
Alternatives and similar repositories for SmartPlay
Users that are interested in SmartPlay are comparing it to the libraries listed below
Sorting:
- Official implementation of the DECKARD Agent from the paper "Do Embodied Agents Dream of Pixelated Sheep?"☆91Updated 2 years ago
- ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.☆264Updated 2 weeks ago
- ☆93Updated 11 months ago
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agen…☆278Updated last year
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆108Updated 2 months ago
- ☆89Updated 11 months ago
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"☆177Updated last month
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆136Updated 6 months ago
- We perform functional grounding of LLMs' knowledge in BabyAI-Text☆261Updated 9 months ago
- ☆129Updated 10 months ago
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆234Updated 6 months ago
- [ICLR 2024 Spotlight] Code for the paper "Text2Reward: Reward Shaping with Language Models for Reinforcement Learning"☆160Updated 5 months ago
- An OpenAI gym environment to evaluate the ability of LLMs (eg. GPT-4, Claude) in long-horizon reasoning and task planning in dynamic mult…☆68Updated 2 years ago
- This repo is a live list of papers on game playing and large multimodality model - "A Survey on Game Playing Agents and Large Models: Met…☆146Updated 9 months ago
- [ICLR 2024] Source codes for the paper "Building Cooperative Embodied Agents Modularly with Large Language Models"☆260Updated 2 months ago
- Implementation of "Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction"☆46Updated last year
- ☆142Updated last year
- ☆44Updated last year
- Official Repo of LangSuitE☆84Updated 9 months ago
- [ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control☆55Updated 4 months ago
- A benchmark for evaluating learning agents based on just language feedback☆79Updated 2 months ago
- ☆102Updated last month
- ☆113Updated 4 months ago
- ☆59Updated 2 months ago
- Natural Language Reinforcement Learning☆89Updated 5 months ago
- ☆217Updated last year
- ☆106Updated 7 months ago
- The source code of the paper "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Pla…☆95Updated 9 months ago
- Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"☆159Updated last week
- Code for Contrastive Preference Learning (CPL)☆170Updated 6 months ago