deep reinforcement learning

Learning Diverse Policies in MOBA Games via Macro-Goals NeurIPS 2021 Learning Large Neighborhood Search Policy for Integer Programming NeurIPS 2021 Learning Markov State Abstractions for Deep Reinforcement Learning NeurIPS 2021 Learning the Non-Differentiable Optimization for Blind Super-Resolution CVPR 2021 Learning to Plan Optimistically: Uncertainty-Guided Deep Exploration via Latent Model Ensembles CoRL 2021 Learning To Recommend Frame for Interactive Video Object Segmentation in the Wild CVPR 2021 Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control AAAI 2021 Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning CoRL 2021 Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning NeurIPS 2021 Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork IJCAI 2021 Leveraging on Deep Reinforcement Learning for Autonomous Safe Decision-Making in Highway On-ramp Merging (Student Abstract) AAAI 2021 Machine versus Human Attention in Deep Reinforcement Learning Tasks NeurIPS 2021 Mean Field Games Flock! The Reinforcement Learning Way IJCAI 2021 MICo: Improved representations via sampling-based state similarity for Markov decision processes NeurIPS 2021 Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021 Multi-Decoder Attention Model with Embedding Glimpse for Solving Vehicle Routing Problems AAAI 2021 MushroomRL: Simplifying Reinforcement Learning Research JMLR 2021 Neuro-algorithmic Policies Enable Fast Combinatorial Generalization ICML 2021 NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL NeurIPS 2021 No-Regret Reinforcement Learning with Heavy-Tailed Rewards AISTATS 2021 NovelD: A Simple yet Effective Exploration Criterion NeurIPS 2021 One Protocol to Rule Them All: Wireless Network-on-Chip using Deep Reinforcement Learning NSDI 2021 Online 3D Bin Packing with Constrained Deep Reinforcement Learning AAAI 2021 On-Policy Deep Reinforcement Learning for the Average-Reward Criterion ICML 2021 On the role of planning in model-based deep reinforcement learning ICLR 2021