Neuroevolution of Recurrent Architectures on Control Tasks Apr 3, 2023 Evolutionary Algorithms OpenAI Gym
Code Code Available Generative Adversarial Neuroevolution for Control Behaviour Imitation Apr 3, 2023 Imitation Learning OpenAI Gym
Code Code Available Soft-Bellman Equilibrium in Affine Markov Games: Forward Solutions and Inverse Learning Mar 31, 2023 OpenAI Gym
Code Code Available Graph Decision Transformer Mar 7, 2023 Offline RL OpenAI Gym
— Unverified A Strategy-Oriented Bayesian Soft Actor-Critic Model Mar 7, 2023 continuous-control Continuous Control
— Unverified Local Environment Poisoning Attacks on Federated Reinforcement Learning Mar 5, 2023 Federated Learning OpenAI Gym
— Unverified Double A3C: Deep Reinforcement Learning on OpenAI Gym Games Mar 4, 2023 Atari Games Deep Reinforcement Learning
— Unverified ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints Feb 2, 2023 OpenAI Gym Reinforcement Learning (RL)
— Unverified Neural Episodic Control with State Abstraction Jan 27, 2023 Deep Reinforcement Learning MuJoCo
— Unverified Asynchronous Deep Double Duelling Q-Learning for Trading-Signal Execution in Limit Order Book Markets Jan 20, 2023 Deep Reinforcement Learning Management
— Unverified Off-Policy Reinforcement Learning with Loss Function Weighted by Temporal Difference Error Dec 26, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning Dec 17, 2022 OpenAI Gym reinforcement-learning
— Unverified Robust Policy Optimization in Deep Reinforcement Learning Dec 14, 2022 continuous-control Continuous Control
Code Code Available CT-DQN: Control-Tutored Deep Reinforcement Learning Dec 2, 2022 Car Racing Deep Reinforcement Learning
— Unverified Sufficient Exploration for Convex Q-learning Oct 17, 2022 OpenAI Gym Q-Learning
— Unverified Long N-step Surrogate Stage Reward to Reduce Variances of Deep Reinforcement Learning in Complex Problems Oct 10, 2022 continuous-control Continuous Control
— Unverified Elastic Step DQN: A novel multi-step algorithm to alleviate overestimation in Deep QNetworks Oct 7, 2022 OpenAI Gym
— Unverified Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems Oct 7, 2022 Combinatorial Optimization Decision Making
— Unverified Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems Sep 7, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified A Deep Reinforcement Learning Strategy for UAV Autonomous Landing on a Platform Sep 7, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified Project proposal: A modular reinforcement learning based automated theorem prover Sep 6, 2022 OpenAI Gym reinforcement-learning
Code Code Available Cluster-based Sampling in Hindsight Experience Replay for Robotic Tasks (Student Abstract) Aug 31, 2022 Clustering Multi-Goal Reinforcement Learning
— Unverified MARTI-4: new model of human brain, considering neocortex and basal ganglia -- learns to play Atari game by reinforcement learning on a single CPU Aug 18, 2022 CPU OpenAI Gym
— Unverified Quality Diversity Evolutionary Learning of Decision Trees Aug 17, 2022 Diversity OpenAI Gym
— Unverified Implicit Two-Tower Policies Aug 2, 2022 OpenAI Gym Vocal Bursts Valence Prediction
— Unverified RangL: A Reinforcement Learning Competition Platform Jul 28, 2022 OpenAI Gym reinforcement-learning
— Unverified Safe and Robust Experience Sharing for Deterministic Policy Gradient Algorithms Jul 27, 2022 continuous-control Continuous Control
Code Code Available Modelling non-reinforced preferences using selective attention Jul 25, 2022 OpenAI Gym
— Unverified Dealing with Sparse Rewards in Continuous Control Robotics via Heavy-Tailed Policies Jun 12, 2022 continuous-control Continuous Control
— Unverified Adversarial Body Shape Search for Legged Robots May 20, 2022 Adversarial Attack Deep Reinforcement Learning
— Unverified Adversarial joint attacks on legged robots May 20, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified Unified Distributed Environment May 14, 2022 OpenAI Gym reinforcement-learning
Code Code Available MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio Apr 9, 2022 Deep Reinforcement Learning GPU
— Unverified Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning Mar 24, 2022 continuous-control Continuous Control
— Unverified Multitask Neuroevolution for Reinforcement Learning with Long and Short Episodes Mar 21, 2022 continuous-control Continuous Control
— Unverified Gym-saturation: an OpenAI Gym environment for saturation provers Mar 9, 2022 OpenAI Gym Reinforcement Learning (RL)
— Unverified Andes_gym: A Versatile Environment for Deep Reinforcement Learning in Power Systems Mar 2, 2022 Deep Reinforcement Learning OpenAI Gym
Code Code Available Provably Efficient Convergence of Primal-Dual Actor-Critic with Nonlinear Function Approximation Feb 28, 2022 continuous-control Continuous Control
— Unverified Quantum Deep Reinforcement Learning for Robot Navigation Tasks Feb 24, 2022 BIG-bench Machine Learning Deep Reinforcement Learning
Code Code Available skrl: Modular and Flexible Library for Reinforcement Learning Feb 8, 2022 Isaac Gym Preview Omniverse Isaac Gym
Code Code Available Soft Actor-Critic with Inhibitory Networks for Faster Retraining Feb 7, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified Differentially Private Temporal Difference Learning with Stochastic Nonconvex-Strongly-Concave Optimization Jan 25, 2022 OpenAI Gym
— Unverified Deep Q-learning: a robust control approach Jan 21, 2022 OpenAI Gym Q-Learning
Code Code Available Direct Mutation and Crossover in Genetic Algorithms Applied to Reinforcement Learning Tasks Jan 13, 2022 OpenAI Gym reinforcement-learning
— Unverified A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning Jan 1, 2022 continuous-control Continuous Control
— Unverified Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation Dec 30, 2021 Multi-agent Reinforcement Learning OpenAI Gym
— Unverified Teaching a Robot to Walk Using Reinforcement Learning Dec 13, 2021 OpenAI Gym Q-Learning
— Unverified Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control Dec 11, 2021 OpenAI Gym Q-Learning
— Unverified Continuous Control With Ensemble Deep Deterministic Policy Gradients Nov 30, 2021 continuous-control Continuous Control
Code Code Available Adaptively Calibrated Critic Estimates for Deep Reinforcement Learning Nov 24, 2021 continuous-control Continuous Control
Code Code Available 