deep reinforcement learning

903 papers

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Also known as

DRQN DEEP RL DDQ DQN DRL DRL NULL DRL OR NULL DQFD RL

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

Generalized Representation Learning Methods for Deep Reinforcement Learning IJCAI 2020

Towards High-Level Intrinsic Exploration in Reinforcement Learning IJCAI 2020

Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020

Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020

MAPS: Multi-Agent reinforcement learning-based Portfolio management System. IJCAI 2020

Crowd-Steer: Realtime Smooth and Collision-Free Robot Navigation in Densely Crowded Scenarios Trained using High-Fidelity Simulation IJCAI 2020

Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020

DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020

Dual Policy Distillation IJCAI 2020

I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning IJCAI 2020

Reward Prediction Error as an Exploration Objective in Deep RL IJCAI 2020

I4R: Promoting Deep Reinforcement Learning by the Indicator for Expressive Representations IJCAI 2020

Self-Attentional Credit Assignment for Transfer in Reinforcement Learning IJCAI 2020

KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge IJCAI 2020

Analysis of Q-learning with Adaptation and Momentum Restart for Gradient Descent IJCAI 2020

Efficient Deep Reinforcement Learning via Adaptive Policy Transfer IJCAI 2020

Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning IJCAI 2020

Neural Approximate Dynamic Programming for On-Demand Ride-Pooling AAAI 2020

Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control AAAI 2020

Be Relevant, Non-Redundant, and Timely: Deep Reinforcement Learning for Real-Time Event Summarization AAAI 2020

Deep Reinforcement Learning for Organ Localization in CT MIDL 2020

Multitask radiological modality invariant landmark localization using deep reinforcement learning MIDL 2020

Flow-based Intrinsic Curiosity Module IJCAI 2020

Exploration Based Language Learning for Text-Based Games IJCAI 2020

Model-Free Real-Time Autonomous Energy Management for a Residential Multi-Carrier Energy System: A Deep Reinforcement Learning Approach IJCAI 2020