reinforcement learning

Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability NeurIPS 2021 Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation NeurIPS 2021 Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark NeurIPS 2021 XDO: A Double Oracle Algorithm for Extensive-Form Games NeurIPS 2021 A Berry Picking Robot With A Hybrid Soft-Rigid Arm: Design and Task Space Control RSS 2020 Accelerating and Improving AlphaZero Using Population Based Training AAAI 2020 Accelerating Reinforcement Learning with Learned Skill Priors CoRL 2020 ACNMP: Skill Transfer and Task Extrapolation through Learning from Demonstration and Reinforcement Learning via Representation Sharing CoRL 2020 Active Vision for Early Recognition of Human Actions CVPR 2020 Active World Model Learning with Progress Curiosity ICML 2020 Actor-Critic Provably Finds Nash Equilibria of Linear-Quadratic Mean-Field Games ICLR 2020 Adaptive Estimator Selection for Off-Policy Evaluation ICML 2020 Adaptive Reward-Poisoning Attacks against Reinforcement Learning ICML 2020 Adaptive Trade-Offs in Off-Policy Learning AISTATS 2020 A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL 2020 A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms AISTATS 2020 A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation ICML 2020 Agbots 2.0: Weeding Denser Fields with Fewer Robots RSS 2020 A Hybrid Stochastic Policy Gradient Algorithm for Reinforcement Learning AISTATS 2020 AI-Toolbox: A C++ library for Reinforcement Learning and Planning (with Python Bindings) JMLR 2020 A Learning Based Branch and Bound for Maximum Common Subgraph Related Problems AAAI 2020 A Learning-based Iterative Method for Solving Vehicle Routing Problems ICLR 2020 A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning COLING 2020 A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning Interspeech 2020