SAIL-Lab

All

31 repositories

AccidentBench
Public
AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond
Python
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Other
•0•3•0•0•Updated Oct 8, 2025Oct 8, 2025
.github
Public
0•0•0•0•Updated Oct 5, 2025Oct 5, 2025
agentic-web
Public
Agentic Web: Weaving the Next Web with AI Agents.
37•378•0•0•Updated Oct 1, 2025Oct 1, 2025
BenchNetRL
Public
🔥Benchmarking of Neural Network Architectures in Reinforcement Learning.
benchmark reinforcement-learning deep-learning neural-network
Python
•2•28•1•0•Updated Sep 30, 2025Sep 30, 2025
data-uniformity
Public
Data Uniformity Improves Training Efficiency and More, with a Convergence Framework Beyond the NTK Regime
Python
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Apache License 2.0
•0•6•1•0•Updated Sep 30, 2025Sep 30, 2025
m4r
Public
🔥 Measuring Massive Multimodal Understanding and Reasoning in Open Space
benchmark dataset multi-modal reasoning spatial-reasoning open-space temporal-reasoning intent-reasoning
Python
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Other
•0•3•0•0•Updated Sep 30, 2025Sep 30, 2025
Robust-Gymnasium
Public
[ICLR 2025] Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning.
benchmark reinforcement-learning robotics safety manipulation multi-agent-systems robot-learning robustness multi-agent-reinforcement-learning safe-reinforcement-learning
Python
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MIT License
•5•72•0•0•Updated Aug 11, 2025Aug 11, 2025
AI-Agent-Reasoning-Baselines
Public
0•3•0•0•Updated Jul 4, 2025Jul 4, 2025
TeaMs-RL
Public
[TMLR] TeaMs-RL: Teaching LLMs to Generate Better Instruction Datasets via Reinforcement Learning.
reinforcement-learning efficiency large-language-models
Python
•0•6•0•0•Updated May 30, 2025May 30, 2025
Safe-MARL-in-Autonomous-Driving
Public
[IEEE TAI] Safe Multi-Agent Reinforcement Learning to Make decisions in Autonomous Driving.
reinforcement-learning autonomous-driving multi-agent-reinforcement-learning safe-reinforcement-learning
Jupyter Notebook
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Apache License 2.0
•11•78•1•0•Updated Apr 27, 2025Apr 27, 2025
CMORL
Public
[IEEE TPAMI] A Framework for Constrained Multi-Objective Reinforcement Learning
Python
•0•13•0•0•Updated Apr 18, 2025Apr 18, 2025
LLaVA-fixed-bugs
Public
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Python
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Apache License 2.0
•2.7k•0•0•0•Updated Apr 8, 2025Apr 8, 2025
Safe-Multi-Objective-MuJoCo
Public
[IEEE TPAMI] Safe Multi-Objective MuJoCo Benchmark.
Python
•1•5•0•0•Updated Apr 2, 2025Apr 2, 2025
ai-agent-reasoning.github.io
Public
CSS
•0•0•0•0•Updated Mar 4, 2025Mar 4, 2025
Robust-RL-Baselines
Public
Robust Reinforcement Learning Benchmark
benchmark reinforcement-learning baseline robustness
0•10•0•0•Updated Sep 22, 2024Sep 22, 2024
SCPO
Public
SCPO: Safe Reinforcement Learning with Safety Critic Policy Optimization
Python
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MIT License
•0•3•1•0•Updated Aug 12, 2024Aug 12, 2024
Safety-MuJoCo
Public
[AAAI 2024 (Oral)] Safety-MuJoCo Environments.
safe-rl safety-control primal-based-safe-rl
Python
•0•10•1•0•Updated Jun 4, 2024Jun 4, 2024
Massive-MARL-Benchmark
Public
Massive Multi-Agent Reinforcement Learning Benchmark.
Python
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Apache License 2.0
•0•1•0•0•Updated Jun 3, 2024Jun 3, 2024
LLM-RL-Robotics-Papers
Public
Large Language Models and Robotics.
reinforcement-learning robotics large-language-models
0•21•0•0•Updated Apr 27, 2024Apr 27, 2024
Safe-Policy-Optimization-Parallel-Version
Public
This is a benchmark repository for safe reinforcement learning algorithms
Python
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Apache License 2.0
•55•0•0•0•Updated Jun 26, 2023Jun 26, 2023
Trusted-RL-for-Autonomous-Driving
Public
Trusted reinforcement learning algorithms for autonomous driving.
0•1•0•0•Updated Jun 16, 2023Jun 16, 2023
Safe-RL-Workshop-Seminar
Public
Safe Reinforcement Learning Workshops and Seminars.
Apache License 2.0
•0•2•0•0•Updated Jun 16, 2023Jun 16, 2023
Uncertainty-in-RL
Public
The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.
1•21•0•0•Updated Jun 16, 2023Jun 16, 2023
Safe-Policy-Optimization
Public
This is a benchmark repository for safe reinforcement learning algorithms
Python
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Apache License 2.0
•55•0•0•0•Updated Jun 8, 2023Jun 8, 2023
RL-Plot
Public
Plot RL performance figures.
Python
•0•0•0•0•Updated May 3, 2023May 3, 2023
Safe-Multi-Agent-Isaac-Gym
Public
Safe Multi-Agent Isaac Gym benchmark for safe multi-agent reinforcement learning research.
Python
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Apache License 2.0
•9•0•0•0•Updated Nov 14, 2022Nov 14, 2022
Multi-Agent-Constrained-Policy-Optimisation
Public
Multi-Agent Constrained Policy Optimisation (MACPO; MAPPO-L).
Python
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Other
•29•0•0•0•Updated Nov 14, 2022Nov 14, 2022
Safe-Multi-Agent-Mujoco
Public
Safe Multi-Agent MuJoCo benchmark for safe multi-agent reinforcement learning research.
Python
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MIT License
•10•0•0•0•Updated Sep 6, 2022Sep 6, 2022
Safe-Reinforcement-Learning-Baselines
Public
The repository is for safe reinforcement learning baselines.
Jupyter Notebook
•98•0•0•0•Updated Sep 6, 2022Sep 6, 2022
Safe-Multi-Agent-Robosuite
Public
Safe Multi-Agent Robosuite benchmark for safe multi-agent reinforcement learning research.
Python
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MIT License
•5•0•0•0•Updated Aug 21, 2022Aug 21, 2022