autonomous agents
AI systems capable of operating independently to perform tasks in dynamic environments, making decisions based on learned experiences.
- 4KAgent: Agentic Any Image to 4K Super-Resolution
- Abstract Counterfactuals for Language Model Agents
- Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
- Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
- EVAAA: A Virtual Environment Platform for Essential Variables in Autonomous and Adaptive Agents
- LILO: Learning to Reason at the Frontier of Learnability
- Robust Cross-modal Alignment Learning for Cross-Scene Spatial Reasoning and Grounding
- SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
- SYMPHONY: Synergistic Multi-agent Planning with Heterogeneous Language Model Assembly
- The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement