Summary of Pickllm: Context-aware Rl-assisted Large Language Model Routing, by Dimitrios Sikeridis et al.
PickLLM: Context-Aware RL-Assisted Large Language Model Routingby Dimitrios Sikeridis, Dennis Ramdass, Pranay PareekFirst submitted to…
Summary of Learning to Navigate in Mazes with Novel Layouts Using Abstract Top-down Maps, by Linfeng Zhao et al.
Learning to Navigate in Mazes with Novel Layouts using Abstract Top-down Mapsby Linfeng Zhao, Lawson…
Summary of Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulation, by Eliot Xing et al.
Stabilizing Reinforcement Learning in Differentiable Multiphysics Simulationby Eliot Xing, Vernon Luk, Jean OhFirst submitted to…
Summary of Maxinforl: Boosting Exploration in Reinforcement Learning Through Information Gain Maximization, by Bhavya Sukhija et al.
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximizationby Bhavya Sukhija, Stelian Coros, Andreas…
Summary of Hierarchical Meta-reinforcement Learning Via Automated Macro-action Discovery, by Minjae Cho et al.
Hierarchical Meta-Reinforcement Learning via Automated Macro-Action Discoveryby Minjae Cho, Chuangchuang SunFirst submitted to arxiv on:…
Summary of Alphazero Neural Scaling and Zipf’s Law: a Tale Of Board Games and Power Laws, by Oren Neumann et al.
AlphaZero Neural Scaling and Zipf’s Law: a Tale of Board Games and Power Lawsby Oren…
Summary of Generalized Bayesian Deep Reinforcement Learning, by Shreya Sinha Roy et al.
Generalized Bayesian deep reinforcement learningby Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert, Ritabrata…
Summary of Mgda: Model-based Goal Data Augmentation For Offline Goal-conditioned Weighted Supervised Learning, by Xing Lei et al.
MGDA: Model-based Goal Data Augmentation for Offline Goal-conditioned Weighted Supervised Learningby Xing Lei, Xuetao Zhang,…
Summary of Rl-llm-dt: An Automatic Decision Tree Generation Method Based on Rl Evaluation and Llm Enhancement, by Junjie Lin et al.
RL-LLM-DT: An Automatic Decision Tree Generation Method Based on RL Evaluation and LLM Enhancementby Junjie…
Summary of Auto-bidding in Real-time Auctions Via Oracle Imitation Learning (oil), by Alberto Silvio Chiappa et al.
Auto-bidding in real-time auctions via Oracle Imitation Learning (OIL)by Alberto Silvio Chiappa, Briti Gangopadhyay, Zhao…