Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch
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Yanxun Xu: A Bayesian Reinforcement Learning Framework for Optimizing Sequential Combination A
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Vadim Liventsev "Multi-agent Reinforcement Learning"
Combined Optimization and Reinforcement Learning for Manipulation Skills
Recent Advances in Integrating Machine Learning and Combinatorial Optimization - Tutorial at AAAI-21
Learning TSP Requires Rethinking Generalization - Chaitanya Joshi - CP 2021
Reinforcement Learning for Batch-to-Batch Bioprocess Optimisation | AISC
Bistra Dilkina: "Decision-focused learning: integrating downstream combinatorics in ML"
Reinforcement Learning assisted Quantum Optimization
2019 Wagner Prize Winner: Ride-hailing Order Dispatching on DiDi via Reinforcement Learning
Reinforcement Learning Fundamentals
Hierarchical Reinforcement Learning applied to CarRacing
ESCO Webinar #22: Automatically Learn Scheduling Heuristics via Genetic Programming
Invited talk:Deep Reinforcement Learning with Subgoals
Reinforcement Learning: Planning, & Optimizations
GPU-Accelerated Deep Reinforcement Learning for Field Planning
Hierarchical Reinforcement Learning with Timed Subgoals (HiTS)
Multi-Agent Reinforcement Learning: Highway Jam