Applications

Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes IJCAI 2021 Model-Based Reinforcement Learning via Imagination with Derived Memory NeurIPS 2021 Model-Based Reinforcement Learning via Latent-Space Collocation ICML 2021 Modeling Human Helpfulness with Individual and Contextual Factors for Robot Planning RSS 2021 Modeling Precomputation In Games Played Under Computational Constraints IJCAI 2021 Monotonic Robust Policy Optimization with Model Discrepancy ICML 2021 Monte Carlo Tree Search With Iteratively Refining State Abstractions NeurIPS 2021 Move2Hear: Active Audio-Visual Source Separation ICCV 2021 Muesli: Combining Improvements in Policy Optimization ICML 2021 Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market IJCAI 2021 Mutual Information State Intrinsic Control ICLR 2021 Near-Optimal MNL Bandits Under Risk Criteria AAAI 2021 NeRP: Neural Rearrangement Planning for Unknown Objects RSS 2021 Neural Algorithmic Reasoners are Implicit Planners NeurIPS 2021 Neural Auto-Curricula in Two-Player Zero-Sum Games NeurIPS 2021 Neural Posterior Domain Randomization CoRL 2021 Neuro-Symbolic Approaches for Text-Based Policy Learning EMNLP 2021 NewtonianVAE: Proportional Control and Goal Identification From Pixels via Physical Latent Spaces CVPR 2021 No-Press Diplomacy from Scratch NeurIPS 2021 NovelD: A Simple yet Effective Exploration Criterion NeurIPS 2021 Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble CoRL 2021 Online 3D Bin Packing with Constrained Deep Reinforcement Learning AAAI 2021 Online Learning in Unknown Markov Games ICML 2021 Online Optimal Control with Affine Constraints AAAI 2021 Online Policy Gradient for Model Free Learning of Linear Quadratic Regulators with $\sqrt$T Regret ICML 2021