pyRDDLGym: From RDDL to Gym Environments Nov 11, 2022 OpenAI Gym
Code Code Available Design Process is a Reinforcement Learning Problem Nov 6, 2022 Layout Design OpenAI Gym
Code Code Available DIAMBRA Arena: a New Reinforcement Learning Platform for Research and Experimentation Oct 19, 2022 Deep Reinforcement Learning Imitation Learning
Code Code Available 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 Reinforcement Learning Approach for Multi-Agent Flexible Scheduling Problems Oct 7, 2022 Combinatorial Optimization Decision Making
— Unverified Elastic Step DQN: A novel multi-step algorithm to alleviate overestimation in Deep QNetworks Oct 7, 2022 OpenAI Gym
— Unverified CaiRL: A High-Performance Reinforcement Learning Environment Toolkit Oct 3, 2022 OpenAI Gym reinforcement-learning
Code Code Available COOL-MC: A Comprehensive Tool for Reinforcement Learning and Model Checking Sep 15, 2022 OpenAI Gym reinforcement-learning
Code Code Available 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 Bayesian Soft Actor-Critic: A Directed Acyclic Strategy Graph Based Deep Reinforcement Learning Aug 11, 2022 continuous-control Continuous Control
Code Code Available 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 joint attacks on legged robots May 20, 2022 Deep Reinforcement Learning OpenAI Gym
— Unverified Adversarial Body Shape Search for Legged Robots May 20, 2022 Adversarial Attack Deep Reinforcement Learning
— Unverified Unified Distributed Environment May 14, 2022 OpenAI Gym reinforcement-learning
Code Code Available JORLDY: a fully customizable open source framework for reinforcement learning Apr 11, 2022 MuJoCo OpenAI Gym
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 Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual 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 QuadSim: A Quadcopter Rotational Dynamics Simulation Framework For Reinforcement Learning Algorithms Feb 14, 2022 OpenAI Gym reinforcement-learning
Code Code Available skrl: Modular and Flexible Library for Reinforcement Learning Feb 8, 2022 Isaac Gym Preview Omniverse Isaac Gym
— Unverified 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 TMM-Fast: A Transfer Matrix Computation Package for Multilayer Thin-Film Optimization Nov 24, 2021 OpenAI Gym
Code Code Available Adaptively Calibrated Critic Estimates for Deep Reinforcement Learning Nov 24, 2021 continuous-control Continuous Control
Code Code Available VisualEnv: visual Gym environments with Blender Nov 15, 2021 OpenAI Gym reinforcement-learning
— Unverified AWD3: Dynamic Reduction of the Estimation Bias Nov 12, 2021 continuous-control Continuous Control
— Unverified DriverGym: Democratising Reinforcement Learning for Autonomous Driving Nov 12, 2021 Autonomous Driving OpenAI Gym
— Unverified Proximal Policy Optimization with Continuous Bounded Action Space via the Beta Distribution Nov 3, 2021 continuous-control Continuous Control
— Unverified 