Farama-Foundation / miniwob-plusplus
MiniWoB++: a web interaction benchmark for reinforcement learning
β276Updated 6 months ago
Related projects: β
- [NeurIPS 2022] πWebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agentsβ256Updated 2 weeks ago
- Lamorel is a Python library designed for RL practitioners eager to use Large Language Models (LLMs).β186Updated 6 months ago
- We perform functional grounding of LLMs' knowledge in BabyAI-Textβ213Updated 3 weeks ago
- Workflow-Guided Exploration: sample-efficient RL agent for web tasksβ108Updated last year
- ScienceWorld is a text-based virtual environment centered around accomplishing tasks from the standardized elementary science curriculum.β202Updated 2 months ago
- An extensible benchmark for evaluating large language models on planningβ248Updated 3 months ago
- SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasksβ239Updated this week
- ALFWorld: Aligning Text and Embodied Environments for Interactive Learningβ331Updated last week
- A codebase for "Language Models can Solve Computer Tasks"β218Updated 4 months ago
- VisualWebArena is a benchmark for multimodal agents.β211Updated last month
- (ICML 2024) Alphazero-like Tree-Search can guide large language model decoding and trainingβ175Updated 3 months ago
- SmartPlay is a benchmark for Large Language Models (LLMs). Uses a variety of games to test various important LLM capabilities as agents. β¦β115Updated 5 months ago
- [NeurIPS '23 Spotlight] Thought Cloning: Learning to Think while Acting by Imitating Human Thinkingβ249Updated 2 months ago
- An Analytical Evaluation Board of Multi-turn LLM Agentsβ227Updated 4 months ago
- Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environmentsβ55Updated last month
- Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"β197Updated last year
- Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"β681Updated last month
- β131Updated 4 months ago
- β357Updated 11 months ago
- Code for "Learning to Model the World with Language." ICML 2024 Oral.β349Updated 11 months ago
- Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agenβ¦β248Updated last year
- Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"β84Updated 5 months ago
- Chain-of-Hindsight, A Scalable RLHF Methodβ213Updated 11 months ago
- [NeurIPS 2023 D&B] Code repository for InterCode benchmark https://arxiv.org/abs/2306.14898β182Updated 4 months ago
- β198Updated last year
- WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?β103Updated 2 months ago
- Accepted by Transactions on Machine Learning Research (TMLR)β115Updated 8 months ago
- β158Updated last year
- Official implementation for "You Only Look at Screens: Multimodal Chain-of-Action Agents" (Findings of ACL 2024)β177Updated 2 months ago
- ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debateβ332Updated 11 months ago