Reinforcement Learning

Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity AISTATS 2020 Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning IJCAI 2020 Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning AAAI 2020 Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition Interspeech 2020 Sparse Graphical Memory for Robust Planning NeurIPS 2020 Sparse Tree Search Optimality Guarantees in POMDPs with Continuous Observation Spaces IJCAI 2020 Spatial Action Maps for Mobile Manipulation RSS 2020 Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents AAAI 2020 SQIL: Imitation Learning via Reinforcement Learning with Sparse Rewards ICLR 2020 Stabilizing Transformers for Reinforcement Learning ICML 2020 Stable Policy Optimization via Off-Policy Divergence Regularization UAI 2020 Stable Reinforcement Learning with Unbounded State Space L4DC 2020 State Alignment-based Imitation Learning ICLR 2020 Stateful Posted Pricing with Vanishing Regret via Dynamic Deterministic Markov Decision Processes NeurIPS 2020 Static and Dynamic Values of Computation in MCTS UAI 2020 Statistically Efficient Off-Policy Policy Gradients ICML 2020 Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations EMNLP 2020 Steady State Analysis of Episodic Reinforcement Learning NeurIPS 2020 Steady-State Policy Synthesis in Multichain Markov Decision Processes IJCAI 2020 Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning AAAI 2020 Stochastically Dominant Distributional Reinforcement Learning ICML 2020 Stochastic Curiosity Exploration for Dialogue Systems Interspeech 2020 Stochastic Flows and Geometric Optimization on the Orthogonal Group ICML 2020 Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model NeurIPS 2020 Straight to the Point: Fast-Forwarding Videos via Reinforcement Learning Using Textual Data CVPR 2020