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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

NovelD: A Simple yet Effective Exploration Criterion NIPS 2021
Attentive Experience Replay AAAI 2020
Parameterized Indexed Value Function for Efficient Exploration in Reinforcement Learning AAAI 2020
Deep Conservative Policy Iteration AAAI 2020
Reinforcement Learning with Perturbed Rewards AAAI 2020
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning AAAI 2020
Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset AAAI 2020
LeDeepChef Deep Reinforcement Learning Agent for Families of Text-Based Games AAAI 2020
Modular Robot Design Synthesis with Deep Reinforcement Learning AAAI 2020
Learning to Follow Directions in Street View AAAI 2020
Multi-Agent Pattern Formation with Deep Reinforcement Learning (Student Abstract) AAAI 2020
Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract) AAAI 2020
Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract) AAAI 2020
Providing Uncertainty-Based Advice for Deep Reinforcement Learning Agents (Student Abstract) AAAI 2020
Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract) AAAI 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems EMNLP 2020
Attention-Privileged Reinforcement Learning CORL 2020
SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation CORL 2020
Residual Policy Learning for Shared Autonomy RSS 2020
Adaptive Trade-Offs in Off-Policy Learning AISTATS 2020
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning ICML 2020
Inferring DQN structure for high-dimensional continuous control ICML 2020
Reinforcement Learning for Molecular Design Guided by Quantum Mechanics ICML 2020