Tag: adversarial reinforcement learning
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Smart Home Control with Reinforcement Learning & Memory
Explore verifiable smart home control using reinforcement learning with multi-dimensional rewards for optimized memory-driven device management.
Teaching LLMs to Negotiate via Reinforcement Learning
Learn how Reinforcement Learning with verifiable rewards trains LLMs to master negotiation, outperforming larger models in strategic bargaining.
MEMENTO: Boost LLMs Context Management & Efficiency
Discover MEMENTO, a method that improves LLMs by managing context efficiently, reducing cache use, and enhancing reasoning accuracy across tasks.
Controllable Tool-Use Data Synthesis for Reinforcement Learning
Discover COVERT, a method for reliable, verifiable tool-use data synthesis that boosts reinforcement learning agent accuracy and robustness.
Belief-Aware VLM for Enhanced Human-Like Reasoning
Discover how belief-aware VLMs improve human-like reasoning with retrieval memory and reinforcement learning for better AI adaptability.