← authors · overview

• ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency
  2022 · 4 citations
• Theoretically Guaranteed Policy Improvement Distilled from Model-Based Planning
  2023 · 2 citations
• LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
  2023 · 2 citations
• PriorZero: Bridging Language Priors and World Models for Decision Making
  2026
• MetaphorStar: Image Metaphor Understanding and Reasoning with End-to-End Visual Reinforcement Learning
  2026
• One Model for All Tasks: Leveraging Efficient World Models in Multi-Task Planning
  2025
• Kimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning
  2025
• UniZero: Generalized and Efficient Planning with Scalable Latent World Models
  2024
• A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning
  2023
• Revisiting Generative Policies: A Simpler Reinforcement Learning Algorithmic Perspective
  2024