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deep reinforcement learning

903 papers

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Also known as

DEEP RL DRL

Co-occurring keywords

reinforcement learning (4122) policy learning (699) sample efficiency (469) neural network (6616) continuous control (246) multi-agent system (1743) policy gradient (518) policy optimization (630) value function (294) off-policy learning (227)

Papers

Distilling Policy Distillation AISTATS 2019
Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019
Truly Batch Apprenticeship Learning with Deep Successor Features IJCAI 2019
Certified Adversarial Robustness for Deep Reinforcement Learning CORL 2019
Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning CORL 2019
PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CORL 2019
MAT: Multi-Fingered Adaptive Tactile Grasping via Deep Reinforcement Learning CORL 2019
MineRL: A Large-Scale Dataset of Minecraft Demonstrations IJCAI 2019
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments CORL 2019
Adversarial Active Exploration for Inverse Dynamics Model Learning CORL 2019
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019
Budgeted Reinforcement Learning in Continuous State Space NIPS 2019
Generalized Off-Policy Actor-Critic NIPS 2019
Reconciling λ-Returns with Experience Replay NIPS 2019
Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 2019
Seeded self-play for language learning EMNLP 2019
Transfer in Deep Reinforcement Learning Using Knowledge Graphs EMNLP 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization EMNLP 2019
Deep Reinforcement Learning for Green Security Games with Real-Time Information AAAI 2019
SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning AAAI 2019
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019
Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift AAAI 2019
Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019
Multi-Task Deep Reinforcement Learning with PopArt AAAI 2019
Classification with Costly Features Using Deep Reinforcement Learning AAAI 2019