agent performance
- Curriculum Design for Trajectory-Constrained Agent: Compressing Chain-of-Thought Tokens in LLMs
- Forecasting in Offline Reinforcement Learning for Non-stationary Environments
- Graphs Help Graphs: Multi-Agent Graph Socialized Learning
- PhysGym: Benchmarking LLMs in Interactive Physics Discovery with Controlled Priors
- Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction Following