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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

Learning What to Defer for Maximum Independent Sets ICML 2020
An Optimistic Perspective on Offline Reinforcement Learning ICML 2020
Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation AAAI 2020
Accelerating Reinforcement Learning through GPU Atari Emulation NIPS 2020
Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games NIPS 2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control AAAI 2020
Accelerating and Improving AlphaZero Using Population Based Training AAAI 2020
Transfer Reinforcement Learning Using Output-Gated Working Memory AAAI 2020
Deep Reinforcement Learning for General Game Playing AAAI 2020
Adaptive Quantitative Trading: An Imitative Deep Reinforcement Learning Approach AAAI 2020
Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning AAAI 2020
BAR — A Reinforcement Learning Agent for Bounding-Box Automated Refinement AAAI 2020
Algorithmic Improvements for Deep Reinforcement Learning Applied to Interactive Fiction AAAI 2020
Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents AAAI 2020
Learning Agent Communication under Limited Bandwidth by Message Pruning AAAI 2020
Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020
Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents AAAI 2020
Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards AAAI 2020
Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning AAAI 2020
Truly Proximal Policy Optimization UAI 2019
Deep Exploration via Randomized Value Functions JMLR 2019
Explicitly Coordinated Policy Iteration IJCAI 2019
A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning IJCAI 2019
Combo-Action: Training Agent For FPS Game with Auxiliary Tasks AAAI 2019