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

The Dormant Neuron Phenomenon in Deep Reinforcement Learning ICML 2023

BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning NIPS 2023

DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization NIPS 2023

RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023

Adjustable Robust Reinforcement Learning for Online 3D Bin Packing NIPS 2023

Bridging RL Theory and Practice with the Effective Horizon NIPS 2023

Search for or Navigate to? Dual Adaptive Thinking for Object Navigation ICCV 2023

A Long $N$-step Surrogate Stage Reward for Deep Reinforcement Learning NIPS 2023

Small batch deep reinforcement learning NIPS 2023

CORL: Research-oriented Deep Offline Reinforcement Learning Library NIPS 2023

Uniformly Conservative Exploration in Reinforcement Learning AISTATS 2023

Revisiting the Minimalist Approach to Offline Reinforcement Learning NIPS 2023

Deep Reinforcement Learning with Plasticity Injection NIPS 2023

Controlling Neural Style Transfer with Deep Reinforcement Learning IJCAI 2023

CT-DQN: Control-Tutored Deep Reinforcement Learning L4DC 2023

Causal Deep Reinforcement Learning Using Observational Data IJCAI 2023

Model-based Offline Reinforcement Learning with Count-based Conservatism ICML 2023

Roll-Drop: accounting for observation noise with a single parameter L4DC 2023

Why Target Networks Stabilise Temporal Difference Methods ICML 2023

Learning to Terminate in Object Navigation ACML 2023

GAIT: Generating Aesthetic Indoor Tours with Deep Reinforcement Learning ICCV 2023

Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations CVPR 2023

Reinforcement Learning for Solving Stochastic Vehicle Routing Problem ACML 2023

Towards Human-Like RL: Taming Non-Naturalistic Behavior in Deep RL via Adaptive Behavioral Costs in 3D Games ACML 2023

KURL: A Knowledge-Guided Reinforcement Learning Model for Active Object Tracking ACML 2023