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Deep RL

3861 directly classified papers

Papers per year

Papers

On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract) IJCAI 2020
Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020
Playing Atari with Six Neurons (Extended Abstract) IJCAI 2020
Hierarchical Reinforcement Learning for Pedagogical Policy Induction (Extended Abstract) IJCAI 2020
Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020
Robust Market Making via Adversarial Reinforcement Learning IJCAI 2020
An End-to-End Optimal Trade Execution Framework based on Proximal Policy Optimization IJCAI 2020
A Two-level Reinforcement Learning Algorithm for Ambiguous Mean-variance Portfolio Selection Problem IJCAI 2020
Data-Driven Market-Making via Model-Free Learning IJCAI 2020
Improving Tandem Mass Spectra Analysis with Hierarchical Learning 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
Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players IJCAI 2020
Semi-Markov Reinforcement Learning for Stochastic Resource Collection IJCAI 2020
DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020
Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020
Dual Policy Distillation IJCAI 2020
I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning IJCAI 2020
Efficient Deep Reinforcement Learning via Adaptive Policy Transfer IJCAI 2020
Reward Prediction Error as an Exploration Objective in Deep RL IJCAI 2020
Only Relevant Information Matters: Filtering Out Noisy Samples To Boost RL IJCAI 2020
SVRG for Policy Evaluation with Fewer Gradient Evaluations 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