Tag: adversarial reinforcement learning
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UR2: Unified Retrieval and Reasoning via Reinforcement Learning
Discover UR2, a novel framework unifying retrieval-augmented generation and reasoning with reinforcement learning for enhanced AI performance.
AI Agent Generates Vector Sketches One Part at a Time
Discover how an AI agent creates vector sketches incrementally using part-level data and reinforcement learning for precise, controllable art generation.
Context-Sensitive Abstractions in RL with Parameterized Actions
Discover how context-sensitive abstractions enhance reinforcement learning with parameterized actions for improved AI decision-making and sample efficiency...
HiLight: Enhancing Evidence Selection in Frozen LLMs
Discover HiLight, a novel framework improving evidence highlighting in frozen LLMs to boost reasoning without altering original inputs.
SOLAR-RL: Efficient Semi-Online Long-Horizon RL Framework
Discover SOLAR-RL, a novel semi-online reinforcement learning method enhancing long-horizon task completion in GUI agents with efficient training.