Reinforcement Learning

DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems AAAI 2021 Decentralized Control of Quadrotor Swarms with End-to-end Deep Reinforcement Learning CoRL 2021 Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning AAAI 2021 Decentralized Q-learning in Zero-sum Markov Games NeurIPS 2021 Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games ICML 2021 Deciding What to Learn: A Rate-Distortion Approach ICML 2021 Decision Transformer: Reinforcement Learning via Sequence Modeling NeurIPS 2021 Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices ICML 2021 Decoupling Representation Learning from Reinforcement Learning ICML 2021 Decoupling Value and Policy for Generalization in Reinforcement Learning ICML 2021 DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs ICLR 2021 Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks NeurIPS 2021 Deep Bayesian Quadrature Policy Optimization AAAI 2021 Deep Coherent Exploration for Continuous Control ICML 2021 Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures AAAI 2021 Deep Radial-Basis Value Functions for Continuous Control AAAI 2021 Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021 Deep Reinforcement Learning at the Edge of the Statistical Precipice NeurIPS 2021 Deep Reinforcement Learning Boosted Partial Domain Adaptation IJCAI 2021 Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021 Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod Robots IJCAI 2021 Deep Reinforcement Learning for Navigation in AAA Video Games IJCAI 2021 Deep Reinforcement Learning with Hierarchical Structures IJCAI 2021 Deep Residual Reinforcement Learning (Extended Abstract) IJCAI 2021 Deep Synoptic Monte-Carlo Planning in Reconnaissance Blind Chess NeurIPS 2021