OpenNSWM-Lab/FAROS
Blueprint-driven AutoResearch runtime that orchestrates an LLM research workflow from idea refinement through experiment scaffolding, LaTeX paper drafting and simulated peer review.
Awesome AI Agents › Research Platforms & Simulators
Blueprint-driven AutoResearch runtime that orchestrates an LLM research workflow from idea refinement through experiment scaffolding, LaTeX paper drafting and simulated peer review.
Framework for training LLM agents on long-horizon, multi-turn decision making with reinforcement learning across a broad set of interactive environments, plus the ScalingInter-RL training method.
MobileGym is a browser-hosted, fully programmable Android-style simulation platform with 28 simulated apps and 416 task templates for benchmarking and reinforcement-learning training of mobile GUI agents.
SimWorld is an Unreal Engine 5 based open-ended simulator for developing and evaluating LLM and VLM agents in realistic physical and social environments such as procedurally generated cities.
A.S.E is Tencent's repository-level benchmark that measures the security of AI-generated code, building tasks from real GitHub projects and CVE patches and scoring output with static and dynamic analysis.
Meta's research platform for evaluating AI agents in dynamic simulated environments, hosting the Gaia2 benchmark of 800 evolving scenarios across ten universes, with a CLI, a web GUI and a public leaderboard.
Benchmark and evaluation harness that measures memory in LLM agents across accurate retrieval, test-time learning, long-range understanding and conflict resolution using incremental multi-turn interactions.
DigiRL is a research project providing code and resources for training autonomous reinforcement learning agents to control Android devices in real-world environments using novel training algorithms and multiple training modes.
Spider2-V is a NeurIPS 2024 research project providing a virtual machine environment and dataset to evaluate multimodal agents' ability to automate data science and engineering workflows using state-of-the-art vision-language models.
Synapse is an innovative agent that uses trajectory-as-exemplar prompting with memory to achieve state-of-the-art performance in computer control tasks on MiniWoB++ and Mind2Web benchmarks.