Tag: LLM agents
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Bilevel Optimization of Agent Skills Using MCTS
Explore bilevel optimization of agent skills with Monte Carlo Tree Search to enhance LLM agent performance and skill development efficiency.
Orak Benchmark: Train & Evaluate LLM Agents in Video Games
Discover Orak, a benchmark for training and evaluating LLM agents across diverse video games with fine-tuning datasets and versatile game coverage.
Exploring AI Agents’ Creativity: Insights & Challenges
Discover how AI agents exhibit creativity, their benefits, risks, and pathways to enhance human-AI collaboration in creative fields.
LiveClawBench: Benchmarking LLM Agents on Real Tasks
Discover LiveClawBench, a benchmark evaluating LLM agents on complex, real-world assistant tasks using a unique Triple-Axis Complexity Framework.
Cognitive Companion: Boost LLM Reasoning & Recovery
Discover the Cognitive Companion, a lightweight architecture that detects and recovers reasoning degradation in LLM agents with minimal overhead.