Tag: adversarial reinforcement learning
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PROGRS: Enhancing LLM Reasoning with Process Rewards
Discover PROGRS, a framework improving LLM mathematical reasoning by combining process rewards and outcome correctness for accurate, efficient AI solutions...
Chart-RL: Reinforcement Learning for Better Chart QA
Discover Chart-RL, a reinforcement learning framework enhancing visual reasoning in chart question answering with efficient policy optimization.
Multi-Turn RL for Tool-Calling Agents with Reward Calibration
Enhance tool-calling agents using multi-turn reinforcement learning and iterative reward calibration for superior performance in customer service tasks.
GrandCode: AI Reaches Grandmaster Level in Coding Contests
Discover how GrandCode uses agentic reinforcement learning to surpass human grandmasters in competitive programming contests.
Interpretable Deep RL for Bridge Life-cycle Optimization
Discover interpretable deep reinforcement learning methods for optimizing bridge life-cycle management using element-level condition data.