When should we prefer Decision Transformers for Offline Reinforcement Learning? May 23, 2023 D4RL Imitation Learning
Code Code Available Curriculum Offline Imitation Learning Nov 3, 2021 continuous-control Continuous Control
Code Code Available Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation Feb 18, 2022 Distributed Computing Multi-agent Reinforcement Learning
Code Code Available Dataset Reset Policy Optimization for RLHF Apr 12, 2024 Reinforcement Learning (RL)
Code Code Available CURL: Contrastive Unsupervised Representation Learning for Reinforcement Learning Jan 1, 2020 Contrastive Learning reinforcement-learning
Code Code Available ABIDES-Gym: Gym Environments for Multi-Agent Discrete Event Simulation and Application to Financial Markets Oct 27, 2021 OpenAI Gym Reinforcement Learning (RL)
Code Code Available CURL: Contrastive Unsupervised Representations for Reinforcement Learning Apr 8, 2020 Atari Games Atari Games 100k
Code Code Available Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach Apr 24, 2020 Deep Reinforcement Learning Fairness
Code Code Available Curious Hierarchical Actor-Critic Reinforcement Learning May 7, 2020 Benchmarking Hierarchical Reinforcement Learning
Code Code Available CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models Sep 27, 2024 Reinforcement Learning (RL) World Knowledge
Code Code Available CTDS: Centralized Teacher with Decentralized Student for Multi-Agent Reinforcement Learning Mar 16, 2022 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available Cryptocurrency Portfolio Management with Deep Reinforcement Learning Dec 5, 2016 Decision Making Deep Reinforcement Learning
Code Code Available Distributional Soft Actor-Critic: Off-Policy Reinforcement Learning for Addressing Value Estimation Errors Jan 9, 2020 continuous-control Continuous Control
Code Code Available A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles Feb 22, 2022 Deep Reinforcement Learning energy management
Code Code Available Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning Sep 24, 2018 Deep Reinforcement Learning Human Dynamics
Code Code Available Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL May 26, 2025 Reinforcement Learning (RL) Specificity
Code Code Available Curriculum-based Asymmetric Multi-task Reinforcement Learning Nov 7, 2022 Multi-Task Learning reinforcement-learning
Code Code Available Cross-Modal Contrastive Learning of Representations for Navigation using Lightweight, Low-Cost Millimeter Wave Radar for Adverse Environmental Conditions Jan 10, 2021 Autonomous Navigation Contrastive Learning
Code Code Available Cross-Modal Domain Adaptation for Reinforcement Learning Jan 1, 2021 Domain Adaptation MuJoCo
Code Code Available Cross-Domain Policy Adaptation by Capturing Representation Mismatch May 24, 2024 Reinforcement Learning (RL) Representation Learning
Code Code Available CropGym: a Reinforcement Learning Environment for Crop Management Apr 9, 2021 Management OpenAI Gym
Code Code Available Cross-Embodiment Robot Manipulation Skill Transfer using Latent Space Alignment Jun 4, 2024 Decoder Reinforcement Learning (RL)
Code Code Available Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning Dec 1, 2021 Domain Adaptation MuJoCo
Code Code Available Critic-Guided Decoding for Controlled Text Generation Dec 21, 2022 Language Modeling Language Modelling
Code Code Available A Benchmark Environment Motivated by Industrial Control Problems Sep 27, 2017 OpenAI Gym Reinforcement Learning
Code Code Available Critic Regularized Regression Jun 26, 2020 Offline RL regression
Code Code Available A Benchmark Environment for Offline Reinforcement Learning in Racing Games Jul 12, 2024 reinforcement-learning Reinforcement Learning
Code Code Available Critic-Guided Decision Transformer for Offline Reinforcement Learning Dec 21, 2023 D4RL Offline RL
Code Code Available CROP: Conservative Reward for Model-based Offline Policy Optimization Oct 26, 2023 D4RL Offline RL
Code Code Available Cross Modality 3D Navigation Using Reinforcement Learning and Neural Style Transfer Nov 5, 2021 Computed Tomography (CT) Diagnostic
Code Code Available Correlation-aware Cooperative Multigroup Broadcast 360° Video Delivery Network: A Hierarchical Deep Reinforcement Learning Approach Oct 21, 2020 Deep Reinforcement Learning Reinforcement Learning (RL)
Code Code Available Counterfactual Data Augmentation using Locally Factored Dynamics Jul 6, 2020 counterfactual Data Augmentation
Code Code Available Co-Reinforcement Learning for Unified Multimodal Understanding and Generation May 23, 2025 Image Generation reinforcement-learning
Code Code Available A coevolutionary approach to deep multi-agent reinforcement learning Apr 12, 2021 Atari Games Decision Making
Code Code Available CoRL: Environment Creation and Management Focused on System Integration Mar 3, 2023 Management reinforcement-learning
Code Code Available Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning May 28, 2019 Multi-agent Reinforcement Learning reinforcement-learning
Code Code Available ACN-Sim: An Open-Source Simulator for Data-Driven Electric Vehicle Charging Research Dec 4, 2020 OpenAI Gym Reinforcement Learning (RL)
Code Code Available COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation Apr 19, 2022 Offline RL Off-policy evaluation
Code Code Available COOL-MC: A Comprehensive Tool for Reinforcement Learning and Model Checking Sep 15, 2022 OpenAI Gym reinforcement-learning
Code Code Available Converting Biomechanical Models from OpenSim to MuJoCo Jun 17, 2020 MuJoCo reinforcement-learning
Code Code Available Addressing Function Approximation Error in Actor-Critic Methods Feb 26, 2018 Continuous Control OpenAI Gym
Code Code Available ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format Nov 30, 2022 Reinforcement Learning (RL) Transfer Learning
Code Code Available Cooperative Multi-Agent Reinforcement Learning with Sequential Credit Assignment May 21, 2021 counterfactual Multi-agent Reinforcement Learning
Code Code Available CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents Oct 19, 2021 NetHack reinforcement-learning
Code Code Available CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity Feb 14, 2019 continuous-control Continuous Control
Code Code Available Contrastive State Augmentations for Reinforcement Learning-Based Recommender Systems May 18, 2023 Recommendation Systems reinforcement-learning
Code Code Available Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL Oct 12, 2022 Contrastive Learning Out-of-Distribution Generalization
Code Code Available Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning Jul 29, 2022 Contrastive Learning Deep Reinforcement Learning
Code Code Available Acme: A Research Framework for Distributed Reinforcement Learning Jun 1, 2020 Deep Reinforcement Learning DQN Replay Dataset
Code Code Available Contrastive Preference Learning: Learning from Human Feedback without RL Oct 20, 2023 reinforcement-learning Reinforcement Learning (RL)
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