Tag: long-horizon tasks
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Training Large Language Models for Long-Horizon Tasks
Explore how horizon length impacts training dynamics of large language models and improves performance in long-horizon tasks.
KellyBench: AI Benchmark for Long-Horizon Decision Making
Explore KellyBench, a novel AI benchmark for long-horizon sequential decision making in sports betting using Premier League data.
Hybrid Diffusion for Advanced Robotic Planning
Discover how hybrid diffusion combines symbolic and continuous planning to enhance robotic decision-making and long-horizon task success.
KLong: Advanced LLM Agent for Long-Horizon Tasks
Discover KLong, the cutting-edge LLM agent trained for complex, long-horizon tasks using trajectory-splitting SFT and progressive reinforcement learning.
SOLAR-RL: Efficient Semi-Online Long-Horizon RL Framework
Discover SOLAR-RL, a novel semi-online reinforcement learning method enhancing long-horizon task completion in GUI agents with efficient training.