reinforcement learning [TMC] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning [TMC] Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning 03 September 2022
reinforcement learning AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning 03 September 2022
Distributed Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning 03 September 2022
Environment Standard interface for entity based reinforcement learning environments Standard interface for entity based reinforcement learning environments 03 September 2022
Attention FedFormer: Contextual Federation with Attention in Reinforcement Learning (NeurIPS 2022) FedFormer: Contextual Federation with Attention in Reinforcement Learning (NeurIPS 2022) 27 July 2022
reinforcement learning Average-Reward Reinforcement Learning with Trust Region Methods Average-Reward Reinforcement Learning with Trust Region Methods 10 July 2022
reinforcement learning Reinforcement Learning for Classical Planning Reinforcement Learning for Classical Planning 31 March 2022
reinforcement learning FInancial REinforcement learning FInancial REinforcement learning 10 March 2022
reinforcement learning SafePicking: Learning Safe Object Extraction via Object-Level Mapping, ICRA 2022 SafePicking: Learning Safe Object Extraction via Object-Level Mapping, ICRA 2022 15 February 2022
Algorithms An algorithm for exploiting Reinforcement Learning (RL) on Multi-agent Path Finding tasks An algorithm for exploiting Reinforcement Learning (RL) on Multi-agent Path Finding tasks 14 February 2022
Wordle Reinforcement learning with wordle and open-ai gym Reinforcement learning with wordle and open-ai gym 14 February 2022
Transformer Minimal implementaion of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym Minimal implementaion of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym 14 February 2022
Network Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks Self-Correcting Quantum Many-Body Control using Reinforcement Learning with Tensor Networks 12 February 2022
Algorithms PICO - An algorithm for exploiting Reinforcement Learning (RL) on Multi-agent Path Finding tasks PICO - An algorithm for exploiting Reinforcement Learning (RL) on Multi-agent Path Finding tasks 12 February 2022
reinforcement learning ExORL: Exploratory Data for Offline Reinforcement Learning ExORL: Exploratory Data for Offline Reinforcement Learning 10 February 2022
3D Bingham Policy Parameterization for 3D Rotations in Reinforcement Learning Bingham Policy Parameterization for 3D Rotations in Reinforcement Learning 10 February 2022
Deep Learning Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments 01 February 2022
reinforcement learning Reinforcement Learning Quickstart Reinforcement Learning Quickstart 26 January 2022
reinforcement learning Repository of the class assignment questions for the course on reinforcement learning Repository of the class assignment questions for the course on reinforcement learning 26 January 2022
reinforcement learning An experiment on the performance of homemade Q-learning AIs in Agar.io depending on their state representation and available actions An experiment on the performance of homemade Q-learning AIs in Agar.io depending on their state representation and available actions 23 January 2022
reinforcement learning Keras implementation of Upside Down Reinforcement Learning Keras implementation of Upside Down Reinforcement Learning 19 January 2022
Challenge Tackling Obstacle Tower Challenge using PPO & A2C combined with ICM Tackling Obstacle Tower Challenge using PPO & A2C combined with ICM 18 January 2022
reinforcement learning [AI6101] Introduction to AI & AI Ethics is a core course of MSAI, SCSE, NTU, Singapore [AI6101] Introduction to AI & AI Ethics is a core course of MSAI, SCSE, NTU, Singapore 16 January 2022
Methods Finding a method to objectively quantify skill expression in games, using reinforcement learning Finding a method to objectively quantify skill expression in games, using reinforcement learning 11 January 2022
Wrapper A simple wrapper to analyse and visualise reinforcement learning agents' behaviour in the environment A simple wrapper to analyse and visualise reinforcement learning agents' behaviour in the environment 08 January 2022
Distributed RLMeta - a light-weight flexible framework for Distributed Reinforcement Learning Research RLMeta - a light-weight flexible framework for Distributed Reinforcement Learning Research 06 January 2022
reinforcement learning DvD-TD3: Diversity via Determinants for TD3 version DvD-TD3: Diversity via Determinants for TD3 version 30 December 2021
Deep Learning Interact, Embed, and EnlargE (IEEE): Boosting Modality-specific Representations for Multi-Modal Person Re-identification Interact, Embed, and EnlargE (IEEE): Boosting Modality-specific Representations for Multi-Modal Person Re-identification 21 December 2021
Minecraft Minecraft agent to farm resources using reinforcement learning Minecraft agent to farm resources using reinforcement learning 21 December 2021
reinforcement learning The code that teaches a reinforcement learning - based bot to play 2048 The code that teaches a reinforcement learning - based bot to play 2048 18 December 2021
reinforcement learning How the Deep Q-learning method works and discuss the new ideas that makes the algorithm work How the Deep Q-learning method works and discuss the new ideas that makes the algorithm work 13 December 2021
reinforcement learning Training Atari2600 by Reinforcement Learning Training Atari2600 by Reinforcement Learning 13 December 2021
reinforcement learning The Environment I built to study Reinforcement Learning + Pokemon Showdown The Environment I built to study Reinforcement Learning + Pokemon Showdown 11 December 2021
reinforcement learning The Environment I built to study Reinforcement Learning + Pokemon Showdown The Environment I built to study Reinforcement Learning + Pokemon Showdown 10 December 2021
reinforcement learning Independent and minimal implementations of some reinforcement learning algorithms using PyTorch Independent and minimal implementations of some reinforcement learning algorithms using PyTorch 10 December 2021
Machine Learning On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations 07 December 2021
reinforcement learning Multi-agent reinforcement learning algorithm and environment Multi-agent reinforcement learning algorithm and environment 07 December 2021
reinforcement learning Reinforcement learning for self-driving in a 3D simulation Reinforcement learning for self-driving in a 3D simulation 07 December 2021
Evaluation A sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games A sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games 05 December 2021
Algotrading A library to facilitate the implementation of new reinforcement learning algorithms A library to facilitate the implementation of new reinforcement learning algorithms 04 December 2021
Transformer Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling 03 December 2021
reinforcement learning Robot Reinforcement Learning on the Constraint Manifold Robot Reinforcement Learning on the Constraint Manifold 03 December 2021
reinforcement learning Control Strategy of Speed Servo Systems Based on Deep Reinforcement Learning Control Strategy of Speed Servo Systems Based on Deep Reinforcement Learning 03 December 2021
reinforcement learning Implementation of Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning Implementation of Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning 02 December 2021
Deep Learning Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations 30 November 2021
Automation An example project demonstrating how the Autonomous Learning Library can be used to build new reinforcement learning agents An example project demonstrating how the Autonomous Learning Library can be used to build new reinforcement learning agents 29 November 2021
Meta-Learning L2F : Learning to Forget for Meta-Learning L2F : Learning to Forget for Meta-Learning 26 November 2021
reinforcement learning Traffic flow test platform, especially for reinforcement learning Traffic flow test platform, especially for reinforcement learning 21 November 2021
reinforcement learning Conservative Q Learning for Offline Reinforcement Reinforcement Learning in JAX Conservative Q Learning for Offline Reinforcement Reinforcement Learning in JAX 11 November 2021
reinforcement learning CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management 10 November 2021