conftrace_
← Keywords

reinforcement learning

4122 papers

Explore in graph

Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Modeling Partially Observable Systems using Graph-Based Memory and Topological Priors L4DC 2022
PowerGym: A Reinforcement Learning Environment for Volt-Var Control in Power Distribution Systems L4DC 2022
Improved No-Regret Algorithms for Stochastic Shortest Path with Linear MDP ICML 2022
Near-Optimal Algorithms for Autonomous Exploration and Multi-Goal Stochastic Shortest Path ICML 2022
Tell me why! Explanations support learning relational and causal structure ICML 2022
Flow-based Recurrent Belief State Learning for POMDPs ICML 2022
From Dirichlet to Rubin: Optimistic Exploration in RL without Bonuses ICML 2022
Learning Interpretable, High-Performing Policies for Autonomous Driving RSS 2022
Soft Robots Learn to Crawl: Jointly Optimizing Design and Control with Sim-to-Real Transfer RSS 2022
Application of Neurosymbolic AI to Sequential Decision Making IJCAI 2022
Rapid Locomotion via Reinforcement Learning RSS 2022
Human Motion Control of Quadrupedal Robots using Deep Reinforcement Learning RSS 2022
MIRROR: Differentiable Deep Social Projection for Assistive Human-Robot Communication RSS 2022
A Temporal-Difference Approach to Policy Gradient Estimation ICML 2022
Can Q-learning be Improved with Advice? COLT 2022
Lagrangian Method for Q-Function Learning (with Applications to Machine Translation) ICML 2022
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization CVPR 2022
Sequential Voting With Relational Box Fields for Active Object Detection CVPR 2022
Scalable ML Methods to Optimize KPIs in Real-World Manufacturing Processes IJCAI 2022
Causal Discovery and Reinforcement Learning: A Synergistic Integration PGM 2022
A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation IJCAI 2022
Sample-Efficient Reinforcement Learning in the Presence of Exogenous Information COLT 2022
Horizon-Free Reinforcement Learning in Polynomial Time: the Power of Stationary Policies COLT 2022
Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning ICML 2022
Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming UAI 2022