conftrace_

markov decision process

790 papers

Explore in graph

Also known as

MDP

Co-occurring keywords

reinforcement learning (4352) regret bound (1926) sample complexity (1169) policy optimization (657) value iteration (162) online learning (1777) function approximation (319) optimal policy (93) deep reinforcement learning (903) value function (295)

Papers

Solving MDPs with LTLf+ and PPLTL+ Temporal Objectives IJCAI 2025
Probabilistic Shielding for Safe Reinforcement Learning AAAI 2025
A Primal-dual Perspective for Distributed TD-learning IJCAI 2025
Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025
Counterfactual Strategies for Markov Decision Processes IJCAI 2025
From Large Language Models to Large Action Models: Reasoning and Planning with Physical World Knowledge AAAI 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SEMEVAL 2025
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation COLING 2025
No Regret Reinforcement Learning Algorithms for Online Scheduling with Multi-Stage Tasks IJCAI 2025
AoI-MDP: An AoI Optimized Markov Decision Process Dedicated in the Underwater Task (Student Abstract) AAAI 2025
Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning AAAI 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025
Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning EMNLP 2025
Maximum Causal Entropy IRL in Mean-Field Games and GNEP Framework for Forward RL JMLR 2025
Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability JMLR 2025
Steady-State Strategy Synthesis for Swarms of Autonomous Agents IJCAI 2025
Finite-Time Analysis of Heterogeneous Federated Temporal Difference Learning IJCAI 2025
Efficient Dynamic Ensembling for Multiple LLM Experts IJCAI 2025
Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach IJCAI 2025
An investigation of time reversal symmetry in reinforcement learning L4DC 2024
Expectation Alignment: Handling Reward Misspecification in the Presence of Expectation Mismatch NIPS 2024
Learning robust policies for uncertain parametric Markov decision processes L4DC 2024
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation NIPS 2024
Principal-Agent Reward Shaping in MDPs AAAI 2024
Bounded robustness in reinforcement learning via lexicographic objectives L4DC 2024