← authors · overview

• Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks
  2016 · 45 citations
• A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning
  2019 · 14 citations
• Soft Policy Optimization: Online Off-Policy RL for Sequence Models
  2025 · 8 citations
• RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
  2024 · 6 citations
• High-Level Strategy Selection under Partial Observability in StarCraft: Brood War
  2018 · 3 citations
• SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
  2025 · 2 citations
• Leveraging Demonstrations with Latent Space Priors
  2022 · 2 citations
• Hierarchical Skills for Efficient Exploration
  2021 · 1 citations
• Don't Let Gains FADE: Breaking Down Policy Gradient Weights in RL
  2026
• A Deep Dive into Scaling RL for Code Generation with Synthetic Data and Curricula
  2026
• Toward Training Superintelligent Software Agents through Self-Play SWE-RL
  2025
• Growing Action Spaces
  2019