Research Papers From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in LLM Agents
Research Papers Enforcing Monotonic Progress in Legal Cross-Examination: Preventing Long-Horizon Stagnation in LLM-Based Inquiry
Research Papers SCALE: Self-uncertainty Conditioned Adaptive Looking and Execution for Vision-Language-Action Models
Research Papers InterPReT: Interactive Policy Restructuring and Training Enable Effective Imitation Learning from Laypersons
Research Papers Empirical-MCTS: Continuous Agent Evolution via Dual-Experience Monte Carlo Tree Search
