microsoft / LLF-BenchLinks
A benchmark for evaluating learning agents based on just language feedback
☆81Updated last month
Alternatives and similar repositories for LLF-Bench
Users that are interested in LLF-Bench are comparing it to the libraries listed below
Sorting:
- 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
- Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models☆60Updated 4 months ago
- ☆98Updated last year
- An OpenAI gym environment to evaluate the ability of LLMs (eg. GPT-4, Claude) in long-horizon reasoning and task planning in dynamic mult…☆69Updated 2 years ago
- ☆83Updated last year
- ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.☆274Updated 2 months ago
- Repository for the paper Stream of Search: Learning to Search in Language☆149Updated 5 months ago
- ☆220Updated 2 years ago
- ☆19Updated 4 months ago
- ☆142Updated last year
- AdaPlanner: Language Models for Decision Making via Adaptive Planning from Feedback☆109Updated 3 months ago
- Official implementation of the DECKARD Agent from the paper "Do Embodied Agents Dream of Pixelated Sheep?"☆93Updated 2 years ago
- Code for Paper: Autonomous Evaluation and Refinement of Digital Agents [COLM 2024]☆138Updated 7 months ago
- Natural Language Reinforcement Learning☆90Updated 6 months ago
- ☆61Updated 4 months ago
- How to create rational LLM-based agents? Using game-theoretic workflows!☆72Updated last month
- DialOp: Decision-oriented dialogue environments for collaborative language agents☆107Updated 8 months ago
- ☆108Updated 3 weeks ago
- ☆114Updated 5 months ago
- [ICML 2025] Flow of Reasoning: Training LLMs for Divergent Reasoning with Minimal Examples☆100Updated last month
- Can Language Models Solve Olympiad Programming?☆119Updated 6 months ago
- Official Repo of LangSuitE☆84Updated 11 months ago
- ☆91Updated last year
- Dataset and benchmark for assessing LLMs in translating natural language descriptions of planning problems into PDDL☆56Updated 9 months ago
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).☆234Updated 8 months ago
- Code repository for the NAACL 2025 paper "LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language…☆37Updated 9 months ago
- ☆54Updated 2 weeks ago
- Code for paper Empowering Large Language Model Agents through Action Learning☆30Updated 11 months ago
- Official Implementation of "DeLLMa: Decision Making Under Uncertainty with Large Language Models"☆57Updated 8 months ago
- Official code for the paper "ADaPT: As-Needed Decomposition and Planning with Language Models"☆83Updated last year