Deep Reinforcement Learning

Papers

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Showing 51–75 of 5822 papers

Title	Date	Tasks	Status	Hype
DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation	Oct 19, 2022	Deep Reinforcement LearningImitation Learning	CodeCode Available	2
Harfang3D Dog-Fight Sandbox: A Reinforcement Learning Research Platform for the Customized Control Tasks of Fighter Aircrafts	Oct 13, 2022	Atari GamesDecision Making	CodeCode Available	2
Deep Reinforcement Learning Based Joint Downlink Beamforming and RIS Configuration in RIS-aided MU-MISO Systems Under Hardware Impairments and Imperfect CSI	Oct 10, 2022	Deep Reinforcement Learning	CodeCode Available	2
Transformers are Sample-Efficient World Models	Sep 1, 2022	Atari Games 100kDeep Reinforcement Learning	CodeCode Available	2
A Walk in the Park: Learning to Walk in 20 Minutes With Model-Free Reinforcement Learning	Aug 16, 2022	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	2
Deep Reinforcement Learning for Multi-Agent Interaction	Aug 2, 2022	BIG-bench Machine LearningCausal Inference	CodeCode Available	2
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning	Jul 5, 2022	Code GenerationDecoder	CodeCode Available	2
DayDreamer: World Models for Physical Robot Learning	Jun 28, 2022	Deep Reinforcement LearningNavigate	CodeCode Available	2
Accelerated Policy Learning with Parallel Differentiable Simulation	Apr 14, 2022	Deep Reinforcement Learning	CodeCode Available	2
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning	Feb 17, 2022	Deep Reinforcement LearningOffline RL	CodeCode Available	2
Reinforcement Learning Textbook	Jan 19, 2022	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	2
FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance	Dec 13, 2021	Deep Reinforcement LearningGPU	CodeCode Available	2
ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning	Dec 11, 2021	Deep Reinforcement LearningGPU	CodeCode Available	2
Learning Efficient Online 3D Bin Packing on Packing Configuration Trees	Sep 29, 2021	3D Bin PackingDeep Reinforcement Learning	CodeCode Available	2
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning	Sep 24, 2021	Deep Reinforcement LearningGPU	CodeCode Available	2
Learning Practically Feasible Policies for Online 3D Bin Packing	Aug 31, 2021	3D Bin PackingCollision Avoidance	CodeCode Available	2
Habitat 2.0: Training Home Assistants to Rearrange their Habitat	Jun 28, 2021	Deep Reinforcement LearningGPU	CodeCode Available	2
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning	Jun 11, 2021	Card GamesDeep Reinforcement Learning	CodeCode Available	2
Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning	Jun 4, 2021	counterfactualDeep Reinforcement Learning	CodeCode Available	2
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching	Dec 16, 2020	Combinatorial OptimizationDecision Making	CodeCode Available	2
Decoupling Representation Learning from Reinforcement Learning	Sep 14, 2020	Data AugmentationDeep Reinforcement Learning	CodeCode Available	2
Flightmare: A Flexible Quadrotor Simulator	Sep 1, 2020	Deep Reinforcement Learningreinforcement-learning	CodeCode Available	2
rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch	Sep 3, 2019	Deep Reinforcement LearningQ-Learning	CodeCode Available	2
Simulation to Scaled City: Zero-Shot Policy Transfer for Traffic Control via Autonomous Vehicles	Dec 14, 2018	Autonomous VehiclesDeep Reinforcement Learning	CodeCode Available	2
Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models	May 30, 2018	Deep Reinforcement LearningModel-based Reinforcement Learning	CodeCode Available	2

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